Optimize with Optuna¶

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Installation¶

In [ ]:

!pip install optuna

!pip install optuna

Sample Strategy¶

In [1]:

# import talib.abstract as ta

from lettrade import DataFeed, Strategy, indicator as i
from lettrade.exchange.backtest import ForexBackTestAccount, let_backtest
from lettrade.indicator.vendor.qtpylib import inject_indicators

inject_indicators()


class SmaCross(Strategy):
    ema1_period = 9
    ema2_period = 21

    def indicators(self, df: DataFeed):
        # df["ema1"] = ta.EMA(df, timeperiod=self.ema1_period)
        # df["ema2"] = ta.EMA(df, timeperiod=self.ema2_period)
        df["ema1"] = df.close.ema(window=self.ema1_period)
        df["ema2"] = df.close.ema(window=self.ema2_period)

        df["signal_ema_crossover"] = i.crossover(df.ema1, df.ema2)
        df["signal_ema_crossunder"] = i.crossunder(df.ema1, df.ema2)

    def next(self, df: DataFeed):
        if len(self.orders) > 0 or len(self.positions) > 0:
            return

        if df.l.signal_ema_crossover[-1]:
            price = df.l.close[-1]
            self.buy(size=0.1, sl=price - 0.001, tp=price + 0.001)
        elif df.l.signal_ema_crossunder[-1]:
            price = df.l.close[-1]
            self.sell(size=0.1, sl=price + 0.001, tp=price - 0.001)


lt = let_backtest(
    strategy=SmaCross,
    datas="example/data/data/EURUSD_5m_0_10000.csv",
    account=ForexBackTestAccount,
    # plotter=None,
)

# import talib.abstract as ta from lettrade import DataFeed, Strategy, indicator as i from lettrade.exchange.backtest import ForexBackTestAccount, let_backtest from lettrade.indicator.vendor.qtpylib import inject_indicators inject_indicators() class SmaCross(Strategy): ema1_period = 9 ema2_period = 21 def indicators(self, df: DataFeed): # df["ema1"] = ta.EMA(df, timeperiod=self.ema1_period) # df["ema2"] = ta.EMA(df, timeperiod=self.ema2_period) df["ema1"] = df.close.ema(window=self.ema1_period) df["ema2"] = df.close.ema(window=self.ema2_period) df["signal_ema_crossover"] = i.crossover(df.ema1, df.ema2) df["signal_ema_crossunder"] = i.crossunder(df.ema1, df.ema2) def next(self, df: DataFeed): if len(self.orders) > 0 or len(self.positions) > 0: return if df.l.signal_ema_crossover[-1]: price = df.l.close[-1] self.buy(size=0.1, sl=price - 0.001, tp=price + 0.001) elif df.l.signal_ema_crossunder[-1]: price = df.l.close[-1] self.sell(size=0.1, sl=price + 0.001, tp=price - 0.001) lt = let_backtest( strategy=SmaCross, datas="example/data/data/EURUSD_5m_0_10000.csv", account=ForexBackTestAccount, # plotter=None, )

Optimize¶

In [2]:

import optuna

lettrade_model = lt.optimize_model()


def train_model(trial):
    params = {
        "ema1_period": trial.suggest_int("ema1_period", 5, 25, step=1),
        "ema2_period": trial.suggest_int("ema2_period", 10, 50, step=1),
    }

    # Model
    result = lettrade_model(params)

    # Score
    return result["equity"]


study = optuna.create_study(
    study_name="example-study",
    direction="maximize",
    # storage='sqlite:///example.db',
    load_if_exists=True,
)

study.optimize(train_model, n_trials=1_000)

import optuna lettrade_model = lt.optimize_model() def train_model(trial): params = { "ema1_period": trial.suggest_int("ema1_period", 5, 25, step=1), "ema2_period": trial.suggest_int("ema2_period", 10, 50, step=1), } # Model result = lettrade_model(params) # Score return result["equity"] study = optuna.create_study( study_name="example-study", direction="maximize", # storage='sqlite:///example.db', load_if_exists=True, ) study.optimize(train_model, n_trials=1_000)

[I 2024-06-26 12:42:07,574] A new study created in memory with name: example-study
[I 2024-06-26 12:42:07,778] Trial 0 finished with value: 981.08 and parameters: {'ema1_period': 17, 'ema2_period': 37}. Best is trial 0 with value: 981.08.
[I 2024-06-26 12:42:08,042] Trial 1 finished with value: 1032.88 and parameters: {'ema1_period': 22, 'ema2_period': 48}. Best is trial 1 with value: 1032.88.
[I 2024-06-26 12:42:08,249] Trial 2 finished with value: 935.78 and parameters: {'ema1_period': 10, 'ema2_period': 39}. Best is trial 1 with value: 1032.88.
[I 2024-06-26 12:42:08,467] Trial 3 finished with value: 1065.02 and parameters: {'ema1_period': 21, 'ema2_period': 18}. Best is trial 3 with value: 1065.02.
[I 2024-06-26 12:42:08,665] Trial 4 finished with value: 923.96 and parameters: {'ema1_period': 22, 'ema2_period': 41}. Best is trial 3 with value: 1065.02.
[I 2024-06-26 12:42:08,928] Trial 5 finished with value: 922.52 and parameters: {'ema1_period': 5, 'ema2_period': 13}. Best is trial 3 with value: 1065.02.
[I 2024-06-26 12:42:09,122] Trial 6 finished with value: 974.7 and parameters: {'ema1_period': 22, 'ema2_period': 42}. Best is trial 3 with value: 1065.02.
[I 2024-06-26 12:42:09,337] Trial 7 finished with value: 884.96 and parameters: {'ema1_period': 9, 'ema2_period': 35}. Best is trial 3 with value: 1065.02.
[I 2024-06-26 12:42:09,561] Trial 8 finished with value: 914.5 and parameters: {'ema1_period': 18, 'ema2_period': 20}. Best is trial 3 with value: 1065.02.
[I 2024-06-26 12:42:09,774] Trial 9 finished with value: 994.5 and parameters: {'ema1_period': 19, 'ema2_period': 22}. Best is trial 3 with value: 1065.02.
[I 2024-06-26 12:42:10,011] Trial 10 finished with value: 1121.98 and parameters: {'ema1_period': 25, 'ema2_period': 10}. Best is trial 10 with value: 1121.98.
[I 2024-06-26 12:42:10,258] Trial 11 finished with value: 1153.36 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 11 with value: 1153.36.
[I 2024-06-26 12:42:10,265] Trial 12 finished with value: 1121.98 and parameters: {'ema1_period': 25, 'ema2_period': 10}. Best is trial 11 with value: 1153.36.
[I 2024-06-26 12:42:10,476] Trial 13 finished with value: 908.24 and parameters: {'ema1_period': 25, 'ema2_period': 27}. Best is trial 11 with value: 1153.36.
[I 2024-06-26 12:42:10,725] Trial 14 finished with value: 933.1 and parameters: {'ema1_period': 12, 'ema2_period': 14}. Best is trial 11 with value: 1153.36.
[I 2024-06-26 12:42:11,013] Trial 15 finished with value: 966.86 and parameters: {'ema1_period': 25, 'ema2_period': 26}. Best is trial 11 with value: 1153.36.
[I 2024-06-26 12:42:11,262] Trial 16 finished with value: 1113.68 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 11 with value: 1153.36.
[I 2024-06-26 12:42:11,504] Trial 17 finished with value: 975.46 and parameters: {'ema1_period': 14, 'ema2_period': 16}. Best is trial 11 with value: 1153.36.
[I 2024-06-26 12:42:11,719] Trial 18 finished with value: 986.6 and parameters: {'ema1_period': 19, 'ema2_period': 31}. Best is trial 11 with value: 1153.36.
[I 2024-06-26 12:42:11,939] Trial 19 finished with value: 846.76 and parameters: {'ema1_period': 23, 'ema2_period': 24}. Best is trial 11 with value: 1153.36.
[I 2024-06-26 12:42:12,151] Trial 20 finished with value: 937.0 and parameters: {'ema1_period': 20, 'ema2_period': 31}. Best is trial 11 with value: 1153.36.
[I 2024-06-26 12:42:12,378] Trial 21 finished with value: 1154.16 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 21 with value: 1154.16.
[I 2024-06-26 12:42:12,606] Trial 22 finished with value: 1123.8 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 21 with value: 1154.16.
[I 2024-06-26 12:42:12,825] Trial 23 finished with value: 1015.24 and parameters: {'ema1_period': 23, 'ema2_period': 17}. Best is trial 21 with value: 1154.16.
[I 2024-06-26 12:42:13,058] Trial 24 finished with value: 1095.32 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 21 with value: 1154.16.
[I 2024-06-26 12:42:13,283] Trial 25 finished with value: 894.58 and parameters: {'ema1_period': 16, 'ema2_period': 21}. Best is trial 21 with value: 1154.16.
[I 2024-06-26 12:42:13,512] Trial 26 finished with value: 1163.5 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:13,785] Trial 27 finished with value: 1025.12 and parameters: {'ema1_period': 20, 'ema2_period': 19}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:14,015] Trial 28 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:14,235] Trial 29 finished with value: 1015.04 and parameters: {'ema1_period': 24, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:14,453] Trial 30 finished with value: 1123.36 and parameters: {'ema1_period': 24, 'ema2_period': 23}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:14,685] Trial 31 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:14,886] Trial 32 finished with value: 925.06 and parameters: {'ema1_period': 17, 'ema2_period': 50}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:15,115] Trial 33 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:15,345] Trial 34 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:15,565] Trial 35 finished with value: 975.6 and parameters: {'ema1_period': 23, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:15,802] Trial 36 finished with value: 1110.66 and parameters: {'ema1_period': 20, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:16,007] Trial 37 finished with value: 964.56 and parameters: {'ema1_period': 22, 'ema2_period': 45}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:16,240] Trial 38 finished with value: 1112.54 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:16,469] Trial 39 finished with value: 906.36 and parameters: {'ema1_period': 7, 'ema2_period': 35}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:16,477] Trial 40 finished with value: 914.5 and parameters: {'ema1_period': 18, 'ema2_period': 20}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:16,484] Trial 41 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:16,490] Trial 42 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:16,712] Trial 43 finished with value: 1085.04 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:16,719] Trial 44 finished with value: 1154.16 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:16,989] Trial 45 finished with value: 1005.18 and parameters: {'ema1_period': 22, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:17,221] Trial 46 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:17,340] Trial 47 finished with value: 1000.0 and parameters: {'ema1_period': 19, 'ema2_period': 19}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:17,556] Trial 48 finished with value: 956.62 and parameters: {'ema1_period': 18, 'ema2_period': 28}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:17,771] Trial 49 finished with value: 975.92 and parameters: {'ema1_period': 20, 'ema2_period': 24}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:17,779] Trial 50 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:17,786] Trial 51 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:17,793] Trial 52 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:18,020] Trial 53 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:18,248] Trial 54 finished with value: 904.54 and parameters: {'ema1_period': 17, 'ema2_period': 21}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:18,480] Trial 55 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:18,674] Trial 56 finished with value: 917.52 and parameters: {'ema1_period': 22, 'ema2_period': 39}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:18,909] Trial 57 finished with value: 965.22 and parameters: {'ema1_period': 13, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:18,917] Trial 58 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:19,128] Trial 59 finished with value: 1005.28 and parameters: {'ema1_period': 21, 'ema2_period': 19}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:19,346] Trial 60 finished with value: 964.78 and parameters: {'ema1_period': 18, 'ema2_period': 22}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:19,355] Trial 61 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:19,590] Trial 62 finished with value: 1000.94 and parameters: {'ema1_period': 16, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:19,895] Trial 63 finished with value: 961.8 and parameters: {'ema1_period': 20, 'ema2_period': 11}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:19,903] Trial 64 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:20,130] Trial 65 finished with value: 1160.68 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:20,138] Trial 66 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:20,248] Trial 67 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:20,256] Trial 68 finished with value: 1000.94 and parameters: {'ema1_period': 16, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:20,493] Trial 69 finished with value: 1160.48 and parameters: {'ema1_period': 18, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:20,710] Trial 70 finished with value: 894.68 and parameters: {'ema1_period': 17, 'ema2_period': 20}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:20,933] Trial 71 finished with value: 1094.6 and parameters: {'ema1_period': 19, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:21,160] Trial 72 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:21,400] Trial 73 finished with value: 1122.48 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:21,630] Trial 74 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:21,864] Trial 75 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:21,872] Trial 76 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:21,880] Trial 77 finished with value: 1015.04 and parameters: {'ema1_period': 24, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:21,887] Trial 78 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:22,155] Trial 79 finished with value: 1074.08 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:22,364] Trial 80 finished with value: 978.3 and parameters: {'ema1_period': 18, 'ema2_period': 35}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:22,372] Trial 81 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:22,380] Trial 82 finished with value: 1005.28 and parameters: {'ema1_period': 21, 'ema2_period': 19}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:22,613] Trial 83 finished with value: 1110.74 and parameters: {'ema1_period': 19, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:22,840] Trial 84 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:22,848] Trial 85 finished with value: 975.6 and parameters: {'ema1_period': 23, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:22,856] Trial 86 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:23,139] Trial 87 finished with value: 1162.48 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:23,358] Trial 88 finished with value: 904.62 and parameters: {'ema1_period': 18, 'ema2_period': 21}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:23,592] Trial 89 finished with value: 1110.94 and parameters: {'ema1_period': 17, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:23,600] Trial 90 finished with value: 922.52 and parameters: {'ema1_period': 5, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:23,607] Trial 91 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:23,831] Trial 92 finished with value: 1124.06 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:23,840] Trial 93 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:23,847] Trial 94 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:23,855] Trial 95 finished with value: 1005.18 and parameters: {'ema1_period': 22, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:24,098] Trial 96 finished with value: 1000.94 and parameters: {'ema1_period': 18, 'ema2_period': 11}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:24,107] Trial 97 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:24,115] Trial 98 finished with value: 1124.06 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:24,378] Trial 99 finished with value: 944.7 and parameters: {'ema1_period': 6, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:24,593] Trial 100 finished with value: 954.2 and parameters: {'ema1_period': 23, 'ema2_period': 20}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:24,601] Trial 101 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:24,837] Trial 102 finished with value: 1011.86 and parameters: {'ema1_period': 16, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:24,846] Trial 103 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:25,073] Trial 104 finished with value: 1162.62 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:25,275] Trial 105 finished with value: 897.54 and parameters: {'ema1_period': 17, 'ema2_period': 44}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:25,283] Trial 106 finished with value: 1065.02 and parameters: {'ema1_period': 21, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:25,513] Trial 107 finished with value: 1120.88 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:25,750] Trial 108 finished with value: 1001.7 and parameters: {'ema1_period': 21, 'ema2_period': 10}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:25,759] Trial 109 finished with value: 1025.12 and parameters: {'ema1_period': 20, 'ema2_period': 19}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:26,025] Trial 110 finished with value: 985.34 and parameters: {'ema1_period': 24, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:26,034] Trial 111 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:26,042] Trial 112 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:26,050] Trial 113 finished with value: 1162.62 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:26,057] Trial 114 finished with value: 1160.68 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:26,065] Trial 115 finished with value: 1120.88 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:26,273] Trial 116 finished with value: 956.72 and parameters: {'ema1_period': 22, 'ema2_period': 29}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:26,282] Trial 117 finished with value: 1162.62 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:26,290] Trial 118 finished with value: 1124.06 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:26,502] Trial 119 finished with value: 935.92 and parameters: {'ema1_period': 20, 'ema2_period': 25}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:26,511] Trial 120 finished with value: 1065.02 and parameters: {'ema1_period': 21, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:26,519] Trial 121 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:26,758] Trial 122 finished with value: 1001.62 and parameters: {'ema1_period': 18, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:26,969] Trial 123 finished with value: 967.06 and parameters: {'ema1_period': 19, 'ema2_period': 33}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:26,977] Trial 124 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:26,986] Trial 125 finished with value: 1110.94 and parameters: {'ema1_period': 17, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:27,233] Trial 126 finished with value: 953.82 and parameters: {'ema1_period': 11, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:27,242] Trial 127 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:27,483] Trial 128 finished with value: 1000.1 and parameters: {'ema1_period': 19, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:27,706] Trial 129 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:27,715] Trial 130 finished with value: 1015.24 and parameters: {'ema1_period': 23, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:27,723] Trial 131 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:27,959] Trial 132 finished with value: 1110.84 and parameters: {'ema1_period': 18, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:28,190] Trial 133 finished with value: 986.24 and parameters: {'ema1_period': 14, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:28,199] Trial 134 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:28,414] Trial 135 finished with value: 894.8 and parameters: {'ema1_period': 18, 'ema2_period': 19}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:28,423] Trial 136 finished with value: 1110.74 and parameters: {'ema1_period': 19, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:28,431] Trial 137 finished with value: 961.8 and parameters: {'ema1_period': 20, 'ema2_period': 11}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:28,439] Trial 138 finished with value: 1065.02 and parameters: {'ema1_period': 21, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:28,446] Trial 139 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:28,454] Trial 140 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:28,462] Trial 141 finished with value: 1124.06 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:28,471] Trial 142 finished with value: 1160.48 and parameters: {'ema1_period': 18, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:28,478] Trial 143 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:28,708] Trial 144 finished with value: 1160.48 and parameters: {'ema1_period': 17, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:28,717] Trial 145 finished with value: 1124.06 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:28,725] Trial 146 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:28,739] Trial 147 finished with value: 914.5 and parameters: {'ema1_period': 18, 'ema2_period': 20}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:28,749] Trial 148 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:28,757] Trial 149 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:29,048] Trial 150 finished with value: 954.22 and parameters: {'ema1_period': 25, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:29,060] Trial 151 finished with value: 1160.68 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:29,298] Trial 152 finished with value: 1020.16 and parameters: {'ema1_period': 18, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:29,307] Trial 153 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:29,316] Trial 154 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:29,534] Trial 155 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:29,543] Trial 156 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:29,551] Trial 157 finished with value: 1160.68 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:29,753] Trial 158 finished with value: 899.16 and parameters: {'ema1_period': 18, 'ema2_period': 40}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:29,990] Trial 159 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,235] Trial 160 finished with value: 798.22 and parameters: {'ema1_period': 8, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,244] Trial 161 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,252] Trial 162 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,260] Trial 163 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,268] Trial 164 finished with value: 1110.84 and parameters: {'ema1_period': 18, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,276] Trial 165 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,284] Trial 166 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,293] Trial 167 finished with value: 1000.0 and parameters: {'ema1_period': 19, 'ema2_period': 19}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,531] Trial 168 finished with value: 806.22 and parameters: {'ema1_period': 16, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,541] Trial 169 finished with value: 1000.1 and parameters: {'ema1_period': 19, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,651] Trial 170 finished with value: 1000.0 and parameters: {'ema1_period': 17, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,659] Trial 171 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,670] Trial 172 finished with value: 1110.74 and parameters: {'ema1_period': 19, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,679] Trial 173 finished with value: 1160.48 and parameters: {'ema1_period': 18, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,687] Trial 174 finished with value: 1160.68 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,695] Trial 175 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,703] Trial 176 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,711] Trial 177 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,935] Trial 178 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,946] Trial 179 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,955] Trial 180 finished with value: 1005.18 and parameters: {'ema1_period': 22, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,963] Trial 181 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,972] Trial 182 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,980] Trial 183 finished with value: 1160.48 and parameters: {'ema1_period': 18, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,989] Trial 184 finished with value: 1160.68 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:30,997] Trial 185 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,186] Trial 186 finished with value: 992.76 and parameters: {'ema1_period': 23, 'ema2_period': 49}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,410] Trial 187 finished with value: 1162.32 and parameters: {'ema1_period': 18, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,420] Trial 188 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,638] Trial 189 finished with value: 1085.04 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,647] Trial 190 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,656] Trial 191 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,664] Trial 192 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,673] Trial 193 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,681] Trial 194 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,690] Trial 195 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,699] Trial 196 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,707] Trial 197 finished with value: 1094.6 and parameters: {'ema1_period': 19, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,716] Trial 198 finished with value: 1162.62 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,724] Trial 199 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,929] Trial 200 finished with value: 900.46 and parameters: {'ema1_period': 19, 'ema2_period': 37}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,938] Trial 201 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,947] Trial 202 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,956] Trial 203 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,964] Trial 204 finished with value: 1162.62 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,973] Trial 205 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,982] Trial 206 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,990] Trial 207 finished with value: 1094.6 and parameters: {'ema1_period': 19, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:31,999] Trial 208 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,008] Trial 209 finished with value: 1162.62 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,016] Trial 210 finished with value: 1025.12 and parameters: {'ema1_period': 20, 'ema2_period': 19}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,025] Trial 211 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,034] Trial 212 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,042] Trial 213 finished with value: 1124.06 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,051] Trial 214 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,273] Trial 215 finished with value: 1074.9 and parameters: {'ema1_period': 20, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,282] Trial 216 finished with value: 1162.62 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,291] Trial 217 finished with value: 1124.06 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,548] Trial 218 finished with value: 946.4 and parameters: {'ema1_period': 21, 'ema2_period': 27}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,558] Trial 219 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,567] Trial 220 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,576] Trial 221 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,584] Trial 222 finished with value: 1162.32 and parameters: {'ema1_period': 18, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,593] Trial 223 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,602] Trial 224 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,611] Trial 225 finished with value: 1160.48 and parameters: {'ema1_period': 18, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,619] Trial 226 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,628] Trial 227 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,637] Trial 228 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,646] Trial 229 finished with value: 1110.84 and parameters: {'ema1_period': 18, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,655] Trial 230 finished with value: 1094.6 and parameters: {'ema1_period': 19, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,666] Trial 231 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,677] Trial 232 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,687] Trial 233 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,696] Trial 234 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,705] Trial 235 finished with value: 1124.06 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,714] Trial 236 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,723] Trial 237 finished with value: 1160.48 and parameters: {'ema1_period': 18, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,732] Trial 238 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,741] Trial 239 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,750] Trial 240 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,759] Trial 241 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,768] Trial 242 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,777] Trial 243 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,786] Trial 244 finished with value: 1160.68 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,795] Trial 245 finished with value: 1162.32 and parameters: {'ema1_period': 18, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,804] Trial 246 finished with value: 1074.9 and parameters: {'ema1_period': 20, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,814] Trial 247 finished with value: 1162.72 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,823] Trial 248 finished with value: 1162.62 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,832] Trial 249 finished with value: 1160.68 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,841] Trial 250 finished with value: 1124.06 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:32,851] Trial 251 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,075] Trial 252 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,085] Trial 253 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,094] Trial 254 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,104] Trial 255 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,113] Trial 256 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,122] Trial 257 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,315] Trial 258 finished with value: 964.46 and parameters: {'ema1_period': 21, 'ema2_period': 46}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,325] Trial 259 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,334] Trial 260 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,343] Trial 261 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,353] Trial 262 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,362] Trial 263 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,372] Trial 264 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,387] Trial 265 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,403] Trial 266 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,414] Trial 267 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,425] Trial 268 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,436] Trial 269 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,448] Trial 270 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,461] Trial 271 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,472] Trial 272 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,482] Trial 273 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,492] Trial 274 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,501] Trial 275 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,511] Trial 276 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,520] Trial 277 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,530] Trial 278 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,539] Trial 279 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,549] Trial 280 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,558] Trial 281 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,568] Trial 282 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,577] Trial 283 finished with value: 1085.04 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,586] Trial 284 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,795] Trial 285 finished with value: 948.18 and parameters: {'ema1_period': 21, 'ema2_period': 31}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,805] Trial 286 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,815] Trial 287 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,824] Trial 288 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,834] Trial 289 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,843] Trial 290 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,853] Trial 291 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,863] Trial 292 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,872] Trial 293 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,882] Trial 294 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:33,892] Trial 295 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,103] Trial 296 finished with value: 1033.92 and parameters: {'ema1_period': 23, 'ema2_period': 22}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,113] Trial 297 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,326] Trial 298 finished with value: 936.12 and parameters: {'ema1_period': 21, 'ema2_period': 24}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,337] Trial 299 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,347] Trial 300 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,356] Trial 301 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,366] Trial 302 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,376] Trial 303 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,386] Trial 304 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,395] Trial 305 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,405] Trial 306 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,415] Trial 307 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,425] Trial 308 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,435] Trial 309 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,445] Trial 310 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,455] Trial 311 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,687] Trial 312 finished with value: 1090.94 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,698] Trial 313 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,708] Trial 314 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,717] Trial 315 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,727] Trial 316 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,737] Trial 317 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,746] Trial 318 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,756] Trial 319 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,766] Trial 320 finished with value: 974.7 and parameters: {'ema1_period': 22, 'ema2_period': 42}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,775] Trial 321 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,785] Trial 322 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,795] Trial 323 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:34,907] Trial 324 finished with value: 1000.0 and parameters: {'ema1_period': 13, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,127] Trial 325 finished with value: 1014.94 and parameters: {'ema1_period': 25, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,139] Trial 326 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,149] Trial 327 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,159] Trial 328 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,169] Trial 329 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,179] Trial 330 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,383] Trial 331 finished with value: 900.04 and parameters: {'ema1_period': 24, 'ema2_period': 33}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,394] Trial 332 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,405] Trial 333 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,415] Trial 334 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,425] Trial 335 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,435] Trial 336 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,444] Trial 337 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,454] Trial 338 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,464] Trial 339 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,475] Trial 340 finished with value: 1090.94 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,485] Trial 341 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,495] Trial 342 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,505] Trial 343 finished with value: 1162.48 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,516] Trial 344 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,526] Trial 345 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,536] Trial 346 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,546] Trial 347 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,556] Trial 348 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,569] Trial 349 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,775] Trial 350 finished with value: 907.76 and parameters: {'ema1_period': 23, 'ema2_period': 38}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,787] Trial 351 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,798] Trial 352 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,808] Trial 353 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,819] Trial 354 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,830] Trial 355 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,840] Trial 356 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,851] Trial 357 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:35,862] Trial 358 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,110] Trial 359 finished with value: 849.0 and parameters: {'ema1_period': 9, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,121] Trial 360 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,132] Trial 361 finished with value: 956.72 and parameters: {'ema1_period': 22, 'ema2_period': 29}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,143] Trial 362 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,153] Trial 363 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,164] Trial 364 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,175] Trial 365 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,387] Trial 366 finished with value: 936.22 and parameters: {'ema1_period': 20, 'ema2_period': 26}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,662] Trial 367 finished with value: 1064.82 and parameters: {'ema1_period': 23, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,674] Trial 368 finished with value: 1001.7 and parameters: {'ema1_period': 21, 'ema2_period': 10}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,685] Trial 369 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,696] Trial 370 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,707] Trial 371 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,717] Trial 372 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,728] Trial 373 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,742] Trial 374 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,755] Trial 375 finished with value: 1120.88 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,875] Trial 376 finished with value: 1000.0 and parameters: {'ema1_period': 15, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,887] Trial 377 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,897] Trial 378 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,908] Trial 379 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,918] Trial 380 finished with value: 1085.04 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,928] Trial 381 finished with value: 1085.04 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,939] Trial 382 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,950] Trial 383 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,960] Trial 384 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,971] Trial 385 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,982] Trial 386 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:36,995] Trial 387 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,007] Trial 388 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,018] Trial 389 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,029] Trial 390 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,040] Trial 391 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,051] Trial 392 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,062] Trial 393 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,072] Trial 394 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,083] Trial 395 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,093] Trial 396 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,104] Trial 397 finished with value: 953.82 and parameters: {'ema1_period': 11, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,115] Trial 398 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,126] Trial 399 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,137] Trial 400 finished with value: 1065.02 and parameters: {'ema1_period': 21, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,147] Trial 401 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,158] Trial 402 finished with value: 1085.04 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,169] Trial 403 finished with value: 1120.88 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,180] Trial 404 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,396] Trial 405 finished with value: 1064.92 and parameters: {'ema1_period': 22, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,602] Trial 406 finished with value: 890.22 and parameters: {'ema1_period': 21, 'ema2_period': 34}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,613] Trial 407 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,624] Trial 408 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,635] Trial 409 finished with value: 1120.88 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,646] Trial 410 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,657] Trial 411 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,909] Trial 412 finished with value: 838.88 and parameters: {'ema1_period': 7, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,920] Trial 413 finished with value: 975.46 and parameters: {'ema1_period': 14, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,931] Trial 414 finished with value: 1153.36 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,942] Trial 415 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,953] Trial 416 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:37,964] Trial 417 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,157] Trial 418 finished with value: 1004.86 and parameters: {'ema1_period': 22, 'ema2_period': 47}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,169] Trial 419 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,180] Trial 420 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,191] Trial 421 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,201] Trial 422 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,416] Trial 423 finished with value: 975.92 and parameters: {'ema1_period': 21, 'ema2_period': 23}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,429] Trial 424 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,441] Trial 425 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,453] Trial 426 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,464] Trial 427 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,475] Trial 428 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,486] Trial 429 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,690] Trial 430 finished with value: 1002.6 and parameters: {'ema1_period': 22, 'ema2_period': 50}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,702] Trial 431 finished with value: 1074.9 and parameters: {'ema1_period': 20, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,713] Trial 432 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,725] Trial 433 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,736] Trial 434 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,747] Trial 435 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,759] Trial 436 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,770] Trial 437 finished with value: 1015.24 and parameters: {'ema1_period': 23, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:38,782] Trial 438 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,006] Trial 439 finished with value: 1054.78 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,019] Trial 440 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,030] Trial 441 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,226] Trial 442 finished with value: 944.86 and parameters: {'ema1_period': 21, 'ema2_period': 44}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,238] Trial 443 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,249] Trial 444 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,261] Trial 445 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,272] Trial 446 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,518] Trial 447 finished with value: 933.94 and parameters: {'ema1_period': 13, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,530] Trial 448 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,542] Trial 449 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,554] Trial 450 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,568] Trial 451 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,580] Trial 452 finished with value: 1065.02 and parameters: {'ema1_period': 21, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,591] Trial 453 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,602] Trial 454 finished with value: 1095.32 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,614] Trial 455 finished with value: 937.0 and parameters: {'ema1_period': 20, 'ema2_period': 31}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,625] Trial 456 finished with value: 1064.92 and parameters: {'ema1_period': 22, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,636] Trial 457 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,648] Trial 458 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,659] Trial 459 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,671] Trial 460 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,682] Trial 461 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,694] Trial 462 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,705] Trial 463 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,717] Trial 464 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,728] Trial 465 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,740] Trial 466 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,751] Trial 467 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,955] Trial 468 finished with value: 927.68 and parameters: {'ema1_period': 21, 'ema2_period': 40}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,968] Trial 469 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:39,979] Trial 470 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,196] Trial 471 finished with value: 994.5 and parameters: {'ema1_period': 20, 'ema2_period': 21}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,207] Trial 472 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,219] Trial 473 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,230] Trial 474 finished with value: 1065.02 and parameters: {'ema1_period': 21, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,242] Trial 475 finished with value: 1120.88 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,256] Trial 476 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,270] Trial 477 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,507] Trial 478 finished with value: 1049.8 and parameters: {'ema1_period': 16, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,520] Trial 479 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,531] Trial 480 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,543] Trial 481 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,554] Trial 482 finished with value: 1005.28 and parameters: {'ema1_period': 21, 'ema2_period': 19}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,566] Trial 483 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,578] Trial 484 finished with value: 1064.82 and parameters: {'ema1_period': 23, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,590] Trial 485 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,905] Trial 486 finished with value: 935.46 and parameters: {'ema1_period': 5, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,919] Trial 487 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,931] Trial 488 finished with value: 1014.94 and parameters: {'ema1_period': 25, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,944] Trial 489 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,956] Trial 490 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,968] Trial 491 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,980] Trial 492 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:40,993] Trial 493 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:41,005] Trial 494 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:41,218] Trial 495 finished with value: 936.54 and parameters: {'ema1_period': 21, 'ema2_period': 28}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:41,230] Trial 496 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:41,481] Trial 497 finished with value: 1090.6 and parameters: {'ema1_period': 21, 'ema2_period': 11}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:41,495] Trial 498 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:41,507] Trial 499 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:41,519] Trial 500 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:41,724] Trial 501 finished with value: 888.78 and parameters: {'ema1_period': 22, 'ema2_period': 36}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:41,737] Trial 502 finished with value: 1054.78 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,001] Trial 503 finished with value: 935.36 and parameters: {'ema1_period': 6, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,014] Trial 504 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,026] Trial 505 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,038] Trial 506 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,050] Trial 507 finished with value: 933.1 and parameters: {'ema1_period': 12, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,296] Trial 508 finished with value: 1033.02 and parameters: {'ema1_period': 15, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,310] Trial 509 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,322] Trial 510 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,334] Trial 511 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,346] Trial 512 finished with value: 1065.02 and parameters: {'ema1_period': 21, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,358] Trial 513 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,370] Trial 514 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,382] Trial 515 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,396] Trial 516 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,416] Trial 517 finished with value: 1095.32 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,431] Trial 518 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,447] Trial 519 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,461] Trial 520 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,475] Trial 521 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,489] Trial 522 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,509] Trial 523 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,524] Trial 524 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,538] Trial 525 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,552] Trial 526 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,565] Trial 527 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,578] Trial 528 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,592] Trial 529 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,605] Trial 530 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,618] Trial 531 finished with value: 1001.7 and parameters: {'ema1_period': 21, 'ema2_period': 10}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,632] Trial 532 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,645] Trial 533 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,658] Trial 534 finished with value: 1064.92 and parameters: {'ema1_period': 22, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,672] Trial 535 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,686] Trial 536 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,699] Trial 537 finished with value: 1074.9 and parameters: {'ema1_period': 20, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,713] Trial 538 finished with value: 1085.04 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,726] Trial 539 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,739] Trial 540 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,752] Trial 541 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,766] Trial 542 finished with value: 1162.48 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,779] Trial 543 finished with value: 1120.88 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,792] Trial 544 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,813] Trial 545 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,829] Trial 546 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:42,843] Trial 547 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,065] Trial 548 finished with value: 836.72 and parameters: {'ema1_period': 21, 'ema2_period': 26}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,080] Trial 549 finished with value: 985.34 and parameters: {'ema1_period': 24, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,093] Trial 550 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,106] Trial 551 finished with value: 975.46 and parameters: {'ema1_period': 14, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,119] Trial 552 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,132] Trial 553 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,145] Trial 554 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,158] Trial 555 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,171] Trial 556 finished with value: 1085.04 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,185] Trial 557 finished with value: 1005.18 and parameters: {'ema1_period': 22, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,198] Trial 558 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,211] Trial 559 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,225] Trial 560 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,344] Trial 561 finished with value: 1000.0 and parameters: {'ema1_period': 20, 'ema2_period': 20}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,358] Trial 562 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,372] Trial 563 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,386] Trial 564 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,400] Trial 565 finished with value: 1064.92 and parameters: {'ema1_period': 22, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,417] Trial 566 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,434] Trial 567 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,702] Trial 568 finished with value: 809.16 and parameters: {'ema1_period': 10, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,717] Trial 569 finished with value: 1090.94 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,732] Trial 570 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,746] Trial 571 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,759] Trial 572 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,774] Trial 573 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,788] Trial 574 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,802] Trial 575 finished with value: 1120.88 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:43,816] Trial 576 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,041] Trial 577 finished with value: 936.12 and parameters: {'ema1_period': 22, 'ema2_period': 23}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,055] Trial 578 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,069] Trial 579 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,081] Trial 580 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,292] Trial 581 finished with value: 974.12 and parameters: {'ema1_period': 25, 'ema2_period': 19}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,305] Trial 582 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,318] Trial 583 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,331] Trial 584 finished with value: 1120.88 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,344] Trial 585 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,358] Trial 586 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,371] Trial 587 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,387] Trial 588 finished with value: 1064.82 and parameters: {'ema1_period': 23, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,407] Trial 589 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,421] Trial 590 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,435] Trial 591 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,448] Trial 592 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,461] Trial 593 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,474] Trial 594 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,488] Trial 595 finished with value: 1074.9 and parameters: {'ema1_period': 20, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,501] Trial 596 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,514] Trial 597 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,527] Trial 598 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,541] Trial 599 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,554] Trial 600 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,567] Trial 601 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,580] Trial 602 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,593] Trial 603 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,606] Trial 604 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,619] Trial 605 finished with value: 1110.66 and parameters: {'ema1_period': 20, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,633] Trial 606 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,650] Trial 607 finished with value: 935.92 and parameters: {'ema1_period': 20, 'ema2_period': 25}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,680] Trial 608 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,705] Trial 609 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,728] Trial 610 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,749] Trial 611 finished with value: 1085.04 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,764] Trial 612 finished with value: 1160.48 and parameters: {'ema1_period': 17, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,778] Trial 613 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,793] Trial 614 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,807] Trial 615 finished with value: 1162.48 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,821] Trial 616 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,836] Trial 617 finished with value: 1049.8 and parameters: {'ema1_period': 16, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,850] Trial 618 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,864] Trial 619 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,879] Trial 620 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,893] Trial 621 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,907] Trial 622 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,921] Trial 623 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,936] Trial 624 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,950] Trial 625 finished with value: 1065.02 and parameters: {'ema1_period': 21, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,969] Trial 626 finished with value: 1054.78 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:44,986] Trial 627 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,203] Trial 628 finished with value: 928.24 and parameters: {'ema1_period': 21, 'ema2_period': 32}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,219] Trial 629 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,234] Trial 630 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,249] Trial 631 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,264] Trial 632 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,279] Trial 633 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,294] Trial 634 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,308] Trial 635 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,324] Trial 636 finished with value: 1085.04 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,644] Trial 637 finished with value: 803.24 and parameters: {'ema1_period': 8, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,659] Trial 638 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,673] Trial 639 finished with value: 961.8 and parameters: {'ema1_period': 20, 'ema2_period': 11}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,687] Trial 640 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,701] Trial 641 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,715] Trial 642 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,729] Trial 643 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,743] Trial 644 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,761] Trial 645 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,778] Trial 646 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,792] Trial 647 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,806] Trial 648 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,819] Trial 649 finished with value: 1110.66 and parameters: {'ema1_period': 20, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:45,833] Trial 650 finished with value: 1005.28 and parameters: {'ema1_period': 21, 'ema2_period': 19}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,038] Trial 651 finished with value: 879.18 and parameters: {'ema1_period': 25, 'ema2_period': 29}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,232] Trial 652 finished with value: 964.66 and parameters: {'ema1_period': 22, 'ema2_period': 43}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,247] Trial 653 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,446] Trial 654 finished with value: 923.68 and parameters: {'ema1_period': 22, 'ema2_period': 38}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,463] Trial 655 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,478] Trial 656 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,680] Trial 657 finished with value: 984.46 and parameters: {'ema1_period': 21, 'ema2_period': 48}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,696] Trial 658 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,711] Trial 659 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,725] Trial 660 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,740] Trial 661 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,756] Trial 662 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,773] Trial 663 finished with value: 975.6 and parameters: {'ema1_period': 23, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,791] Trial 664 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,806] Trial 665 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,821] Trial 666 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,836] Trial 667 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,851] Trial 668 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,866] Trial 669 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,882] Trial 670 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,897] Trial 671 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,913] Trial 672 finished with value: 994.5 and parameters: {'ema1_period': 20, 'ema2_period': 21}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:46,929] Trial 673 finished with value: 1064.92 and parameters: {'ema1_period': 22, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,153] Trial 674 finished with value: 898.72 and parameters: {'ema1_period': 23, 'ema2_period': 35}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,170] Trial 675 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,186] Trial 676 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,201] Trial 677 finished with value: 1110.66 and parameters: {'ema1_period': 20, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,216] Trial 678 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,232] Trial 679 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,247] Trial 680 finished with value: 1064.92 and parameters: {'ema1_period': 22, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,265] Trial 681 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,283] Trial 682 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,299] Trial 683 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,315] Trial 684 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,331] Trial 685 finished with value: 1120.88 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,346] Trial 686 finished with value: 1090.6 and parameters: {'ema1_period': 21, 'ema2_period': 11}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,362] Trial 687 finished with value: 1054.78 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,378] Trial 688 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,398] Trial 689 finished with value: 965.22 and parameters: {'ema1_period': 13, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,420] Trial 690 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,438] Trial 691 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,458] Trial 692 finished with value: 1074.9 and parameters: {'ema1_period': 20, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,477] Trial 693 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,728] Trial 694 finished with value: 1030.54 and parameters: {'ema1_period': 22, 'ema2_period': 10}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,745] Trial 695 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,761] Trial 696 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,776] Trial 697 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,792] Trial 698 finished with value: 1162.48 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,810] Trial 699 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,827] Trial 700 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:47,843] Trial 701 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,069] Trial 702 finished with value: 966.88 and parameters: {'ema1_period': 23, 'ema2_period': 27}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,086] Trial 703 finished with value: 1064.92 and parameters: {'ema1_period': 22, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,102] Trial 704 finished with value: 933.1 and parameters: {'ema1_period': 12, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,327] Trial 705 finished with value: 956.92 and parameters: {'ema1_period': 21, 'ema2_period': 30}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,344] Trial 706 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,359] Trial 707 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,375] Trial 708 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,392] Trial 709 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,407] Trial 710 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,423] Trial 711 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,439] Trial 712 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,454] Trial 713 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,470] Trial 714 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,486] Trial 715 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,507] Trial 716 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,525] Trial 717 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,541] Trial 718 finished with value: 953.82 and parameters: {'ema1_period': 11, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,774] Trial 719 finished with value: 1045.48 and parameters: {'ema1_period': 20, 'ema2_period': 22}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,790] Trial 720 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,805] Trial 721 finished with value: 1064.92 and parameters: {'ema1_period': 22, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,821] Trial 722 finished with value: 1065.02 and parameters: {'ema1_period': 21, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,836] Trial 723 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,851] Trial 724 finished with value: 923.96 and parameters: {'ema1_period': 22, 'ema2_period': 41}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,867] Trial 725 finished with value: 1120.88 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,882] Trial 726 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,898] Trial 727 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,914] Trial 728 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,931] Trial 729 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,946] Trial 730 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,962] Trial 731 finished with value: 1085.04 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:48,984] Trial 732 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:49,005] Trial 733 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:49,022] Trial 734 finished with value: 1054.78 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:49,279] Trial 735 finished with value: 1002.86 and parameters: {'ema1_period': 15, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:49,507] Trial 736 finished with value: 975.7 and parameters: {'ema1_period': 21, 'ema2_period': 20}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:49,524] Trial 737 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:49,540] Trial 738 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:49,557] Trial 739 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:49,574] Trial 740 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:49,589] Trial 741 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:49,605] Trial 742 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:49,620] Trial 743 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:49,636] Trial 744 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:49,903] Trial 745 finished with value: 853.78 and parameters: {'ema1_period': 6, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:49,921] Trial 746 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:49,936] Trial 747 finished with value: 1064.82 and parameters: {'ema1_period': 23, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,171] Trial 748 finished with value: 985.34 and parameters: {'ema1_period': 25, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,189] Trial 749 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,204] Trial 750 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,222] Trial 751 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,246] Trial 752 finished with value: 1110.66 and parameters: {'ema1_period': 20, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,265] Trial 753 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,285] Trial 754 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,307] Trial 755 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,325] Trial 756 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,341] Trial 757 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,357] Trial 758 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,373] Trial 759 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,389] Trial 760 finished with value: 1090.6 and parameters: {'ema1_period': 21, 'ema2_period': 11}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,405] Trial 761 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,420] Trial 762 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,513] Trial 763 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,537] Trial 764 finished with value: 1064.92 and parameters: {'ema1_period': 22, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,555] Trial 765 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,573] Trial 766 finished with value: 1005.28 and parameters: {'ema1_period': 21, 'ema2_period': 19}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,591] Trial 767 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,608] Trial 768 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,624] Trial 769 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,641] Trial 770 finished with value: 1162.48 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,895] Trial 771 finished with value: 862.88 and parameters: {'ema1_period': 9, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,914] Trial 772 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,933] Trial 773 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,952] Trial 774 finished with value: 1110.94 and parameters: {'ema1_period': 17, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,973] Trial 775 finished with value: 1120.88 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:50,994] Trial 776 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,014] Trial 777 finished with value: 1065.02 and parameters: {'ema1_period': 21, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,033] Trial 778 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,053] Trial 779 finished with value: 975.46 and parameters: {'ema1_period': 14, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,079] Trial 780 finished with value: 1085.04 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,099] Trial 781 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,116] Trial 782 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,133] Trial 783 finished with value: 964.56 and parameters: {'ema1_period': 22, 'ema2_period': 45}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,150] Trial 784 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,166] Trial 785 finished with value: 803.24 and parameters: {'ema1_period': 8, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,378] Trial 786 finished with value: 948.26 and parameters: {'ema1_period': 20, 'ema2_period': 33}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,396] Trial 787 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,412] Trial 788 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,428] Trial 789 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,644] Trial 790 finished with value: 926.06 and parameters: {'ema1_period': 21, 'ema2_period': 25}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,661] Trial 791 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,678] Trial 792 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,695] Trial 793 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,711] Trial 794 finished with value: 1064.92 and parameters: {'ema1_period': 22, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,727] Trial 795 finished with value: 1054.78 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,744] Trial 796 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,765] Trial 797 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,784] Trial 798 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,801] Trial 799 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,817] Trial 800 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,833] Trial 801 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,851] Trial 802 finished with value: 1120.88 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,867] Trial 803 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,884] Trial 804 finished with value: 1095.32 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,901] Trial 805 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,917] Trial 806 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,934] Trial 807 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,950] Trial 808 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,967] Trial 809 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:51,984] Trial 810 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,007] Trial 811 finished with value: 1065.02 and parameters: {'ema1_period': 21, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,030] Trial 812 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,051] Trial 813 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,071] Trial 814 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,091] Trial 815 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,111] Trial 816 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,130] Trial 817 finished with value: 961.8 and parameters: {'ema1_period': 20, 'ema2_period': 11}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,147] Trial 818 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,164] Trial 819 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,181] Trial 820 finished with value: 936.12 and parameters: {'ema1_period': 21, 'ema2_period': 24}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,391] Trial 821 finished with value: 949.32 and parameters: {'ema1_period': 20, 'ema2_period': 34}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,409] Trial 822 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,425] Trial 823 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,442] Trial 824 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,458] Trial 825 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,483] Trial 826 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,501] Trial 827 finished with value: 1065.02 and parameters: {'ema1_period': 21, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,518] Trial 828 finished with value: 1162.48 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,534] Trial 829 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,551] Trial 830 finished with value: 1064.82 and parameters: {'ema1_period': 23, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,568] Trial 831 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,585] Trial 832 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,601] Trial 833 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,618] Trial 834 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,634] Trial 835 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,651] Trial 836 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,667] Trial 837 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,683] Trial 838 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,700] Trial 839 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,716] Trial 840 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,739] Trial 841 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,759] Trial 842 finished with value: 1014.94 and parameters: {'ema1_period': 25, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,776] Trial 843 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,793] Trial 844 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,810] Trial 845 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,827] Trial 846 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,844] Trial 847 finished with value: 1085.04 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,860] Trial 848 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,877] Trial 849 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,894] Trial 850 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,911] Trial 851 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,929] Trial 852 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,946] Trial 853 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,965] Trial 854 finished with value: 1011.86 and parameters: {'ema1_period': 16, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:52,983] Trial 855 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,002] Trial 856 finished with value: 1064.92 and parameters: {'ema1_period': 22, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,020] Trial 857 finished with value: 1110.66 and parameters: {'ema1_period': 20, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,042] Trial 858 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,062] Trial 859 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,080] Trial 860 finished with value: 1005.18 and parameters: {'ema1_period': 22, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,098] Trial 861 finished with value: 1001.7 and parameters: {'ema1_period': 21, 'ema2_period': 10}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,115] Trial 862 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,134] Trial 863 finished with value: 1085.04 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,151] Trial 864 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,168] Trial 865 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,185] Trial 866 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,201] Trial 867 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,218] Trial 868 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,242] Trial 869 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,272] Trial 870 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,299] Trial 871 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,327] Trial 872 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,348] Trial 873 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,367] Trial 874 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,584] Trial 875 finished with value: 918.74 and parameters: {'ema1_period': 21, 'ema2_period': 37}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,603] Trial 876 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,621] Trial 877 finished with value: 1120.88 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,640] Trial 878 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,658] Trial 879 finished with value: 1095.32 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,676] Trial 880 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,695] Trial 881 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,713] Trial 882 finished with value: 1064.92 and parameters: {'ema1_period': 22, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,731] Trial 883 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,753] Trial 884 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,777] Trial 885 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,797] Trial 886 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,816] Trial 887 finished with value: 1065.02 and parameters: {'ema1_period': 21, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,835] Trial 888 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,853] Trial 889 finished with value: 936.54 and parameters: {'ema1_period': 21, 'ema2_period': 28}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,873] Trial 890 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:53,892] Trial 891 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,137] Trial 892 finished with value: 845.26 and parameters: {'ema1_period': 17, 'ema2_period': 19}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,157] Trial 893 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,175] Trial 894 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,194] Trial 895 finished with value: 1095.32 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,213] Trial 896 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,231] Trial 897 finished with value: 1090.6 and parameters: {'ema1_period': 21, 'ema2_period': 11}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,250] Trial 898 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,274] Trial 899 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,295] Trial 900 finished with value: 1015.04 and parameters: {'ema1_period': 24, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,314] Trial 901 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,333] Trial 902 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,352] Trial 903 finished with value: 965.22 and parameters: {'ema1_period': 13, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,371] Trial 904 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,389] Trial 905 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,408] Trial 906 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,675] Trial 907 finished with value: 852.9 and parameters: {'ema1_period': 10, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,695] Trial 908 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,713] Trial 909 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,730] Trial 910 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,748] Trial 911 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,766] Trial 912 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,784] Trial 913 finished with value: 1120.88 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:54,807] Trial 914 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:55,018] Trial 915 finished with value: 1002.92 and parameters: {'ema1_period': 22, 'ema2_period': 49}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:55,039] Trial 916 finished with value: 953.82 and parameters: {'ema1_period': 11, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:55,057] Trial 917 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:55,075] Trial 918 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:55,094] Trial 919 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:55,113] Trial 920 finished with value: 809.16 and parameters: {'ema1_period': 10, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:55,377] Trial 921 finished with value: 986.54 and parameters: {'ema1_period': 12, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:55,396] Trial 922 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:55,414] Trial 923 finished with value: 1074.9 and parameters: {'ema1_period': 20, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:55,660] Trial 924 finished with value: 1152.78 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:55,914] Trial 925 finished with value: 1000.84 and parameters: {'ema1_period': 15, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:55,934] Trial 926 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:55,956] Trial 927 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:55,976] Trial 928 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:55,994] Trial 929 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:56,013] Trial 930 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:56,031] Trial 931 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:56,049] Trial 932 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:56,067] Trial 933 finished with value: 946.4 and parameters: {'ema1_period': 21, 'ema2_period': 27}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:56,086] Trial 934 finished with value: 1110.74 and parameters: {'ema1_period': 19, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:56,105] Trial 935 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:56,123] Trial 936 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:56,142] Trial 937 finished with value: 1162.48 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:56,160] Trial 938 finished with value: 1014.94 and parameters: {'ema1_period': 25, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:56,181] Trial 939 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:56,412] Trial 940 finished with value: 1016.0 and parameters: {'ema1_period': 20, 'ema2_period': 23}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:56,685] Trial 941 finished with value: 924.46 and parameters: {'ema1_period': 21, 'ema2_period': 39}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:56,705] Trial 942 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:56,724] Trial 943 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:56,743] Trial 944 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:56,762] Trial 945 finished with value: 1064.92 and parameters: {'ema1_period': 22, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,015] Trial 946 finished with value: 1016.0 and parameters: {'ema1_period': 21, 'ema2_period': 22}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,036] Trial 947 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,057] Trial 948 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,079] Trial 949 finished with value: 1095.32 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,099] Trial 950 finished with value: 1005.18 and parameters: {'ema1_period': 22, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,118] Trial 951 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,137] Trial 952 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,160] Trial 953 finished with value: 1074.88 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,180] Trial 954 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,200] Trial 955 finished with value: 1074.98 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,220] Trial 956 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,444] Trial 957 finished with value: 976.46 and parameters: {'ema1_period': 20, 'ema2_period': 30}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,465] Trial 958 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,485] Trial 959 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,505] Trial 960 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,525] Trial 961 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,545] Trial 962 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,564] Trial 963 finished with value: 1162.82 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,584] Trial 964 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,608] Trial 965 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,826] Trial 966 finished with value: 890.02 and parameters: {'ema1_period': 21, 'ema2_period': 36}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:57,847] Trial 967 finished with value: 923.96 and parameters: {'ema1_period': 22, 'ema2_period': 41}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,126] Trial 968 finished with value: 847.6 and parameters: {'ema1_period': 7, 'ema2_period': 18}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,147] Trial 969 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,167] Trial 970 finished with value: 1005.28 and parameters: {'ema1_period': 21, 'ema2_period': 19}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,187] Trial 971 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,206] Trial 972 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,226] Trial 973 finished with value: 1064.82 and parameters: {'ema1_period': 23, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,245] Trial 974 finished with value: 1090.6 and parameters: {'ema1_period': 21, 'ema2_period': 11}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,265] Trial 975 finished with value: 1152.6 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,285] Trial 976 finished with value: 1142.82 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,309] Trial 977 finished with value: 1153.36 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,329] Trial 978 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,349] Trial 979 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,368] Trial 980 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,388] Trial 981 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,408] Trial 982 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,427] Trial 983 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,446] Trial 984 finished with value: 1163.2 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,465] Trial 985 finished with value: 1075.0 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,485] Trial 986 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,505] Trial 987 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,525] Trial 988 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,755] Trial 989 finished with value: 976.82 and parameters: {'ema1_period': 19, 'ema2_period': 32}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,777] Trial 990 finished with value: 1142.84 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,797] Trial 991 finished with value: 1143.02 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,817] Trial 992 finished with value: 1054.78 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,837] Trial 993 finished with value: 1085.04 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,858] Trial 994 finished with value: 964.46 and parameters: {'ema1_period': 21, 'ema2_period': 46}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,878] Trial 995 finished with value: 1142.64 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,898] Trial 996 finished with value: 1085.04 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,918] Trial 997 finished with value: 1084.94 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,938] Trial 998 finished with value: 1091.24 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 26 with value: 1163.5.
[I 2024-06-26 12:42:58,959] Trial 999 finished with value: 1133.72 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 26 with value: 1163.5.

In [3]:

study.best_params

study.best_params

Out[3]:

{'ema1_period': 23, 'ema2_period': 13}

Plot¶

In [4]:

lt.plotter.heatmap(x="ema1_period", y="ema2_period", z="equity")

lt.plotter.heatmap(x="ema1_period", y="ema2_period", z="equity")

In [5]:

lt.plotter.contour(x="ema1_period", y="ema2_period", z="equity")

lt.plotter.contour(x="ema1_period", y="ema2_period", z="equity")

Plot by Optuna¶

API

In [6]:

fig = optuna.visualization.plot_optimization_history(study)
fig.show()

fig = optuna.visualization.plot_optimization_history(study) fig.show()

In [7]:

fig = optuna.visualization.plot_contour(study, params=["ema1_period", "ema2_period"])
fig.show()

fig = optuna.visualization.plot_contour(study, params=["ema1_period", "ema2_period"]) fig.show()

Plot plotly¶

Tutorial

Init Plotly environment¶

In [8]:

import plotly.io as pio

pio.renderers.default = "notebook"
pio.templates.default = "plotly_dark"

import plotly.io as pio pio.renderers.default = "notebook" pio.templates.default = "plotly_dark"

In [9]:

study.trials

study.trials

Out[9]:

[FrozenTrial(number=0, state=1, values=[981.08], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 7, 575318), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 7, 777950), params={'ema1_period': 17, 'ema2_period': 37}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=0, value=None),
 FrozenTrial(number=1, state=1, values=[1032.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 7, 778856), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 8, 42188), params={'ema1_period': 22, 'ema2_period': 48}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=1, value=None),
 FrozenTrial(number=2, state=1, values=[935.78], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 8, 43000), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 8, 249829), params={'ema1_period': 10, 'ema2_period': 39}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=2, value=None),
 FrozenTrial(number=3, state=1, values=[1065.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 8, 250915), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 8, 467196), params={'ema1_period': 21, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=3, value=None),
 FrozenTrial(number=4, state=1, values=[923.96], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 8, 468239), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 8, 664970), params={'ema1_period': 22, 'ema2_period': 41}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=4, value=None),
 FrozenTrial(number=5, state=1, values=[922.52], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 8, 665880), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 8, 928383), params={'ema1_period': 5, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=5, value=None),
 FrozenTrial(number=6, state=1, values=[974.7], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 8, 929374), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 9, 122110), params={'ema1_period': 22, 'ema2_period': 42}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=6, value=None),
 FrozenTrial(number=7, state=1, values=[884.96], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 9, 122978), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 9, 337104), params={'ema1_period': 9, 'ema2_period': 35}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=7, value=None),
 FrozenTrial(number=8, state=1, values=[914.5], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 9, 338007), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 9, 561884), params={'ema1_period': 18, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=8, value=None),
 FrozenTrial(number=9, state=1, values=[994.5], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 9, 562725), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 9, 773972), params={'ema1_period': 19, 'ema2_period': 22}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=9, value=None),
 FrozenTrial(number=10, state=1, values=[1121.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 9, 774904), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 10, 11689), params={'ema1_period': 25, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=10, value=None),
 FrozenTrial(number=11, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 10, 12658), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 10, 258803), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=11, value=None),
 FrozenTrial(number=12, state=1, values=[1121.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 10, 259809), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 10, 265622), params={'ema1_period': 25, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=12, value=None),
 FrozenTrial(number=13, state=1, values=[908.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 10, 266212), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 10, 476780), params={'ema1_period': 25, 'ema2_period': 27}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=13, value=None),
 FrozenTrial(number=14, state=1, values=[933.1], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 10, 477565), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 10, 725658), params={'ema1_period': 12, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=14, value=None),
 FrozenTrial(number=15, state=1, values=[966.86], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 10, 726602), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 11, 13270), params={'ema1_period': 25, 'ema2_period': 26}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=15, value=None),
 FrozenTrial(number=16, state=1, values=[1113.68], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 11, 14108), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 11, 262719), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=16, value=None),
 FrozenTrial(number=17, state=1, values=[975.46], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 11, 263737), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 11, 504567), params={'ema1_period': 14, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=17, value=None),
 FrozenTrial(number=18, state=1, values=[986.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 11, 505516), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 11, 719694), params={'ema1_period': 19, 'ema2_period': 31}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=18, value=None),
 FrozenTrial(number=19, state=1, values=[846.76], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 11, 720419), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 11, 939847), params={'ema1_period': 23, 'ema2_period': 24}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=19, value=None),
 FrozenTrial(number=20, state=1, values=[937.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 11, 940765), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 12, 151572), params={'ema1_period': 20, 'ema2_period': 31}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=20, value=None),
 FrozenTrial(number=21, state=1, values=[1154.16], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 12, 152327), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 12, 378041), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=21, value=None),
 FrozenTrial(number=22, state=1, values=[1123.8], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 12, 378935), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 12, 605940), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=22, value=None),
 FrozenTrial(number=23, state=1, values=[1015.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 12, 606744), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 12, 825202), params={'ema1_period': 23, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=23, value=None),
 FrozenTrial(number=24, state=1, values=[1095.32], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 12, 826062), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 13, 58107), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=24, value=None),
 FrozenTrial(number=25, state=1, values=[894.58], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 13, 58893), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 13, 283593), params={'ema1_period': 16, 'ema2_period': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=25, value=None),
 FrozenTrial(number=26, state=1, values=[1163.5], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 13, 284516), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 13, 512707), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=26, value=None),
 FrozenTrial(number=27, state=1, values=[1025.12], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 13, 513547), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 13, 785107), params={'ema1_period': 20, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=27, value=None),
 FrozenTrial(number=28, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 13, 786079), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 14, 15192), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=28, value=None),
 FrozenTrial(number=29, state=1, values=[1015.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 14, 16141), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 14, 235627), params={'ema1_period': 24, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=29, value=None),
 FrozenTrial(number=30, state=1, values=[1123.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 14, 236588), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 14, 453459), params={'ema1_period': 24, 'ema2_period': 23}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=30, value=None),
 FrozenTrial(number=31, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 14, 454377), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 14, 685401), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=31, value=None),
 FrozenTrial(number=32, state=1, values=[925.06], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 14, 686476), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 14, 885958), params={'ema1_period': 17, 'ema2_period': 50}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=32, value=None),
 FrozenTrial(number=33, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 14, 886889), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 15, 115127), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=33, value=None),
 FrozenTrial(number=34, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 15, 115859), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 15, 345055), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=34, value=None),
 FrozenTrial(number=35, state=1, values=[975.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 15, 345810), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 15, 564928), params={'ema1_period': 23, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=35, value=None),
 FrozenTrial(number=36, state=1, values=[1110.66], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 15, 565989), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 15, 802146), params={'ema1_period': 20, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=36, value=None),
 FrozenTrial(number=37, state=1, values=[964.56], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 15, 803027), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 16, 7436), params={'ema1_period': 22, 'ema2_period': 45}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=37, value=None),
 FrozenTrial(number=38, state=1, values=[1112.54], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 16, 8151), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 16, 240744), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=38, value=None),
 FrozenTrial(number=39, state=1, values=[906.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 16, 241638), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 16, 469714), params={'ema1_period': 7, 'ema2_period': 35}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=39, value=None),
 FrozenTrial(number=40, state=1, values=[914.5], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 16, 470600), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 16, 477126), params={'ema1_period': 18, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=40, value=None),
 FrozenTrial(number=41, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 16, 477795), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 16, 483953), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=41, value=None),
 FrozenTrial(number=42, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 16, 484662), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 16, 490873), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=42, value=None),
 FrozenTrial(number=43, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 16, 491540), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 16, 712244), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=43, value=None),
 FrozenTrial(number=44, state=1, values=[1154.16], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 16, 713072), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 16, 719679), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=44, value=None),
 FrozenTrial(number=45, state=1, values=[1005.18], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 16, 720318), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 16, 989086), params={'ema1_period': 22, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=45, value=None),
 FrozenTrial(number=46, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 16, 990053), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 17, 221673), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=46, value=None),
 FrozenTrial(number=47, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 17, 222595), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 17, 340178), params={'ema1_period': 19, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=47, value=None),
 FrozenTrial(number=48, state=1, values=[956.62], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 17, 341125), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 17, 556564), params={'ema1_period': 18, 'ema2_period': 28}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=48, value=None),
 FrozenTrial(number=49, state=1, values=[975.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 17, 557469), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 17, 771689), params={'ema1_period': 20, 'ema2_period': 24}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=49, value=None),
 FrozenTrial(number=50, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 17, 772789), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 17, 779540), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=50, value=None),
 FrozenTrial(number=51, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 17, 780241), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 17, 786612), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=51, value=None),
 FrozenTrial(number=52, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 17, 787338), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 17, 793466), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=52, value=None),
 FrozenTrial(number=53, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 17, 794352), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 18, 20598), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=53, value=None),
 FrozenTrial(number=54, state=1, values=[904.54], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 18, 21489), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 18, 248640), params={'ema1_period': 17, 'ema2_period': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=54, value=None),
 FrozenTrial(number=55, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 18, 249494), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 18, 480639), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=55, value=None),
 FrozenTrial(number=56, state=1, values=[917.52], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 18, 481348), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 18, 674216), params={'ema1_period': 22, 'ema2_period': 39}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=56, value=None),
 FrozenTrial(number=57, state=1, values=[965.22], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 18, 674751), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 18, 909568), params={'ema1_period': 13, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=57, value=None),
 FrozenTrial(number=58, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 18, 910100), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 18, 917441), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=58, value=None),
 FrozenTrial(number=59, state=1, values=[1005.28], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 18, 918185), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 19, 128592), params={'ema1_period': 21, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=59, value=None),
 FrozenTrial(number=60, state=1, values=[964.78], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 19, 129103), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 19, 346453), params={'ema1_period': 18, 'ema2_period': 22}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=60, value=None),
 FrozenTrial(number=61, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 19, 347195), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 19, 355584), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=61, value=None),
 FrozenTrial(number=62, state=1, values=[1000.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 19, 356280), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 19, 590719), params={'ema1_period': 16, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=62, value=None),
 FrozenTrial(number=63, state=1, values=[961.8], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 19, 591218), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 19, 895850), params={'ema1_period': 20, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=63, value=None),
 FrozenTrial(number=64, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 19, 896545), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 19, 903399), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=64, value=None),
 FrozenTrial(number=65, state=1, values=[1160.68], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 19, 903885), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 20, 130614), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=65, value=None),
 FrozenTrial(number=66, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 20, 131125), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 20, 137942), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=66, value=None),
 FrozenTrial(number=67, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 20, 138468), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 20, 248472), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=67, value=None),
 FrozenTrial(number=68, state=1, values=[1000.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 20, 248997), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 20, 256442), params={'ema1_period': 16, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=68, value=None),
 FrozenTrial(number=69, state=1, values=[1160.48], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 20, 256964), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 20, 493807), params={'ema1_period': 18, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=69, value=None),
 FrozenTrial(number=70, state=1, values=[894.68], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 20, 494473), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 20, 710070), params={'ema1_period': 17, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=70, value=None),
 FrozenTrial(number=71, state=1, values=[1094.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 20, 710726), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 20, 933109), params={'ema1_period': 19, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=71, value=None),
 FrozenTrial(number=72, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 20, 934288), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 21, 160788), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=72, value=None),
 FrozenTrial(number=73, state=1, values=[1122.48], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 21, 161487), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 21, 400844), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=73, value=None),
 FrozenTrial(number=74, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 21, 401585), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 21, 630414), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=74, value=None),
 FrozenTrial(number=75, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 21, 631130), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 21, 864425), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=75, value=None),
 FrozenTrial(number=76, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 21, 865054), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 21, 872740), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=76, value=None),
 FrozenTrial(number=77, state=1, values=[1015.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 21, 873422), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 21, 880026), params={'ema1_period': 24, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=77, value=None),
 FrozenTrial(number=78, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 21, 880695), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 21, 887495), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=78, value=None),
 FrozenTrial(number=79, state=1, values=[1074.08], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 21, 888116), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 22, 155025), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=79, value=None),
 FrozenTrial(number=80, state=1, values=[978.3], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 22, 156036), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 22, 364586), params={'ema1_period': 18, 'ema2_period': 35}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=80, value=None),
 FrozenTrial(number=81, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 22, 365222), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 22, 372719), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=81, value=None),
 FrozenTrial(number=82, state=1, values=[1005.28], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 22, 373531), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 22, 380255), params={'ema1_period': 21, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=82, value=None),
 FrozenTrial(number=83, state=1, values=[1110.74], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 22, 380983), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 22, 613586), params={'ema1_period': 19, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=83, value=None),
 FrozenTrial(number=84, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 22, 614265), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 22, 840277), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=84, value=None),
 FrozenTrial(number=85, state=1, values=[975.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 22, 841025), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 22, 848655), params={'ema1_period': 23, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=85, value=None),
 FrozenTrial(number=86, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 22, 849436), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 22, 856228), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=86, value=None),
 FrozenTrial(number=87, state=1, values=[1162.48], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 22, 856736), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 23, 138925), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=87, value=None),
 FrozenTrial(number=88, state=1, values=[904.62], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 23, 139699), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 23, 358567), params={'ema1_period': 18, 'ema2_period': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=88, value=None),
 FrozenTrial(number=89, state=1, values=[1110.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 23, 359770), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 23, 592086), params={'ema1_period': 17, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=89, value=None),
 FrozenTrial(number=90, state=1, values=[922.52], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 23, 593028), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 23, 600299), params={'ema1_period': 5, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=90, value=None),
 FrozenTrial(number=91, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 23, 601026), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 23, 607772), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=91, value=None),
 FrozenTrial(number=92, state=1, values=[1124.06], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 23, 608597), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 23, 831795), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=92, value=None),
 FrozenTrial(number=93, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 23, 832567), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 23, 840320), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=93, value=None),
 FrozenTrial(number=94, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 23, 841019), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 23, 847911), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=94, value=None),
 FrozenTrial(number=95, state=1, values=[1005.18], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 23, 848513), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 23, 855626), params={'ema1_period': 22, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=95, value=None),
 FrozenTrial(number=96, state=1, values=[1000.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 23, 856293), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 24, 98856), params={'ema1_period': 18, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=96, value=None),
 FrozenTrial(number=97, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 24, 99732), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 24, 107173), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=97, value=None),
 FrozenTrial(number=98, state=1, values=[1124.06], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 24, 107925), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 24, 115021), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=98, value=None),
 FrozenTrial(number=99, state=1, values=[944.7], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 24, 115734), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 24, 378756), params={'ema1_period': 6, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=99, value=None),
 FrozenTrial(number=100, state=1, values=[954.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 24, 379929), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 24, 593283), params={'ema1_period': 23, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=100, value=None),
 FrozenTrial(number=101, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 24, 594404), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 24, 601748), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=101, value=None),
 FrozenTrial(number=102, state=1, values=[1011.86], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 24, 602535), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 24, 837529), params={'ema1_period': 16, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=102, value=None),
 FrozenTrial(number=103, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 24, 838743), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 24, 846173), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=103, value=None),
 FrozenTrial(number=104, state=1, values=[1162.62], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 24, 846956), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 25, 73673), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=104, value=None),
 FrozenTrial(number=105, state=1, values=[897.54], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 25, 74496), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 25, 274962), params={'ema1_period': 17, 'ema2_period': 44}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=105, value=None),
 FrozenTrial(number=106, state=1, values=[1065.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 25, 275817), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 25, 283393), params={'ema1_period': 21, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=106, value=None),
 FrozenTrial(number=107, state=1, values=[1120.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 25, 284070), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 25, 512927), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=107, value=None),
 FrozenTrial(number=108, state=1, values=[1001.7], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 25, 513737), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 25, 750373), params={'ema1_period': 21, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=108, value=None),
 FrozenTrial(number=109, state=1, values=[1025.12], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 25, 751330), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 25, 759020), params={'ema1_period': 20, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=109, value=None),
 FrozenTrial(number=110, state=1, values=[985.34], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 25, 759662), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 26, 25738), params={'ema1_period': 24, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=110, value=None),
 FrozenTrial(number=111, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 26, 26541), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 26, 34346), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=111, value=None),
 FrozenTrial(number=112, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 26, 34969), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 26, 42179), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=112, value=None),
 FrozenTrial(number=113, state=1, values=[1162.62], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 26, 42837), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 26, 49962), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=113, value=None),
 FrozenTrial(number=114, state=1, values=[1160.68], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 26, 50584), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 26, 57793), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=114, value=None),
 FrozenTrial(number=115, state=1, values=[1120.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 26, 58443), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 26, 65540), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=115, value=None),
 FrozenTrial(number=116, state=1, values=[956.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 26, 66141), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 26, 273879), params={'ema1_period': 22, 'ema2_period': 29}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=116, value=None),
 FrozenTrial(number=117, state=1, values=[1162.62], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 26, 274756), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 26, 282481), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=117, value=None),
 FrozenTrial(number=118, state=1, values=[1124.06], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 26, 283075), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 26, 290264), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=118, value=None),
 FrozenTrial(number=119, state=1, values=[935.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 26, 290951), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 26, 502827), params={'ema1_period': 20, 'ema2_period': 25}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=119, value=None),
 FrozenTrial(number=120, state=1, values=[1065.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 26, 503677), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 26, 511644), params={'ema1_period': 21, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=120, value=None),
 FrozenTrial(number=121, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 26, 512277), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 26, 519580), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=121, value=None),
 FrozenTrial(number=122, state=1, values=[1001.62], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 26, 520184), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 26, 758142), params={'ema1_period': 18, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=122, value=None),
 FrozenTrial(number=123, state=1, values=[967.06], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 26, 758942), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 26, 969084), params={'ema1_period': 19, 'ema2_period': 33}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=123, value=None),
 FrozenTrial(number=124, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 26, 969979), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 26, 977836), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=124, value=None),
 FrozenTrial(number=125, state=1, values=[1110.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 26, 978259), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 26, 986306), params={'ema1_period': 17, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=125, value=None),
 FrozenTrial(number=126, state=1, values=[953.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 26, 986870), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 27, 232957), params={'ema1_period': 11, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=126, value=None),
 FrozenTrial(number=127, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 27, 233882), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 27, 241969), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=127, value=None),
 FrozenTrial(number=128, state=1, values=[1000.1], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 27, 242637), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 27, 483594), params={'ema1_period': 19, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=128, value=None),
 FrozenTrial(number=129, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 27, 484594), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 27, 706180), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=129, value=None),
 FrozenTrial(number=130, state=1, values=[1015.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 27, 707121), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 27, 715047), params={'ema1_period': 23, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=130, value=None),
 FrozenTrial(number=131, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 27, 715704), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 27, 723033), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=131, value=None),
 FrozenTrial(number=132, state=1, values=[1110.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 27, 723711), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 27, 959487), params={'ema1_period': 18, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=132, value=None),
 FrozenTrial(number=133, state=1, values=[986.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 27, 960398), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 28, 190055), params={'ema1_period': 14, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=133, value=None),
 FrozenTrial(number=134, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 28, 191094), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 28, 198955), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=134, value=None),
 FrozenTrial(number=135, state=1, values=[894.8], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 28, 199544), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 28, 414302), params={'ema1_period': 18, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=135, value=None),
 FrozenTrial(number=136, state=1, values=[1110.74], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 28, 415082), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 28, 423053), params={'ema1_period': 19, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=136, value=None),
 FrozenTrial(number=137, state=1, values=[961.8], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 28, 423419), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 28, 431162), params={'ema1_period': 20, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=137, value=None),
 FrozenTrial(number=138, state=1, values=[1065.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 28, 431484), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 28, 439068), params={'ema1_period': 21, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=138, value=None),
 FrozenTrial(number=139, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 28, 439566), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 28, 446911), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=139, value=None),
 FrozenTrial(number=140, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 28, 447561), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 28, 454851), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=140, value=None),
 FrozenTrial(number=141, state=1, values=[1124.06], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 28, 455188), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 28, 462886), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=141, value=None),
 FrozenTrial(number=142, state=1, values=[1160.48], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 28, 463207), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 28, 470993), params={'ema1_period': 18, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=142, value=None),
 FrozenTrial(number=143, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 28, 471491), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 28, 478855), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=143, value=None),
 FrozenTrial(number=144, state=1, values=[1160.48], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 28, 479362), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 28, 708446), params={'ema1_period': 17, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=144, value=None),
 FrozenTrial(number=145, state=1, values=[1124.06], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 28, 709490), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 28, 717267), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=145, value=None),
 FrozenTrial(number=146, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 28, 717911), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 28, 725717), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=146, value=None),
 FrozenTrial(number=147, state=1, values=[914.5], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 28, 726567), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 28, 739681), params={'ema1_period': 18, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=147, value=None),
 FrozenTrial(number=148, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 28, 740603), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 28, 749084), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=148, value=None),
 FrozenTrial(number=149, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 28, 749962), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 28, 757734), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=149, value=None),
 FrozenTrial(number=150, state=1, values=[954.22], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 28, 758402), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 29, 48359), params={'ema1_period': 25, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=150, value=None),
 FrozenTrial(number=151, state=1, values=[1160.68], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 29, 49337), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 29, 60889), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=151, value=None),
 FrozenTrial(number=152, state=1, values=[1020.16], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 29, 61628), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 29, 298546), params={'ema1_period': 18, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=152, value=None),
 FrozenTrial(number=153, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 29, 299141), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 29, 307811), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=153, value=None),
 FrozenTrial(number=154, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 29, 308349), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 29, 316112), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=154, value=None),
 FrozenTrial(number=155, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 29, 316545), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 29, 534080), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=155, value=None),
 FrozenTrial(number=156, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 29, 534907), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 29, 543091), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=156, value=None),
 FrozenTrial(number=157, state=1, values=[1160.68], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 29, 543639), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 29, 551327), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=157, value=None),
 FrozenTrial(number=158, state=1, values=[899.16], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 29, 551801), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 29, 753222), params={'ema1_period': 18, 'ema2_period': 40}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=158, value=None),
 FrozenTrial(number=159, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 29, 754663), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 29, 990233), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=159, value=None),
 FrozenTrial(number=160, state=1, values=[798.22], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 29, 991068), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 235574), params={'ema1_period': 8, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=160, value=None),
 FrozenTrial(number=161, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 236310), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 244327), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=161, value=None),
 FrozenTrial(number=162, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 244886), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 252451), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=162, value=None),
 FrozenTrial(number=163, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 252959), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 260556), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=163, value=None),
 FrozenTrial(number=164, state=1, values=[1110.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 261044), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 268719), params={'ema1_period': 18, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=164, value=None),
 FrozenTrial(number=165, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 269221), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 276847), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=165, value=None),
 FrozenTrial(number=166, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 277370), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 284919), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=166, value=None),
 FrozenTrial(number=167, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 285426), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 293121), params={'ema1_period': 19, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=167, value=None),
 FrozenTrial(number=168, state=1, values=[806.22], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 293657), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 531818), params={'ema1_period': 16, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=168, value=None),
 FrozenTrial(number=169, state=1, values=[1000.1], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 532631), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 541047), params={'ema1_period': 19, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=169, value=None),
 FrozenTrial(number=170, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 541613), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 651204), params={'ema1_period': 17, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=170, value=None),
 FrozenTrial(number=171, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 651862), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 659797), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=171, value=None),
 FrozenTrial(number=172, state=1, values=[1110.74], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 662206), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 670646), params={'ema1_period': 19, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=172, value=None),
 FrozenTrial(number=173, state=1, values=[1160.48], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 671232), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 678940), params={'ema1_period': 18, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=173, value=None),
 FrozenTrial(number=174, state=1, values=[1160.68], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 679516), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 687142), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=174, value=None),
 FrozenTrial(number=175, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 687682), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 695257), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=175, value=None),
 FrozenTrial(number=176, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 695806), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 703494), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=176, value=None),
 FrozenTrial(number=177, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 704041), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 711850), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=177, value=None),
 FrozenTrial(number=178, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 712393), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 935830), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=178, value=None),
 FrozenTrial(number=179, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 936666), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 946081), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=179, value=None),
 FrozenTrial(number=180, state=1, values=[1005.18], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 946863), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 954961), params={'ema1_period': 22, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=180, value=None),
 FrozenTrial(number=181, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 955557), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 963489), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=181, value=None),
 FrozenTrial(number=182, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 964202), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 972152), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=182, value=None),
 FrozenTrial(number=183, state=1, values=[1160.48], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 972721), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 980598), params={'ema1_period': 18, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=183, value=None),
 FrozenTrial(number=184, state=1, values=[1160.68], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 981221), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 989303), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=184, value=None),
 FrozenTrial(number=185, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 989823), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 30, 997700), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=185, value=None),
 FrozenTrial(number=186, state=1, values=[992.76], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 30, 998289), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 186727), params={'ema1_period': 23, 'ema2_period': 49}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=186, value=None),
 FrozenTrial(number=187, state=1, values=[1162.32], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 187563), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 410384), params={'ema1_period': 18, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=187, value=None),
 FrozenTrial(number=188, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 411080), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 419923), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=188, value=None),
 FrozenTrial(number=189, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 420444), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 638008), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=189, value=None),
 FrozenTrial(number=190, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 638919), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 647471), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=190, value=None),
 FrozenTrial(number=191, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 648108), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 656070), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=191, value=None),
 FrozenTrial(number=192, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 656612), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 664589), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=192, value=None),
 FrozenTrial(number=193, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 665164), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 673091), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=193, value=None),
 FrozenTrial(number=194, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 673621), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 681622), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=194, value=None),
 FrozenTrial(number=195, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 682249), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 690247), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=195, value=None),
 FrozenTrial(number=196, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 690948), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 699021), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=196, value=None),
 FrozenTrial(number=197, state=1, values=[1094.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 699598), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 707702), params={'ema1_period': 19, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=197, value=None),
 FrozenTrial(number=198, state=1, values=[1162.62], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 708261), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 716096), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=198, value=None),
 FrozenTrial(number=199, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 716683), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 724670), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=199, value=None),
 FrozenTrial(number=200, state=1, values=[900.46], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 725283), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 928959), params={'ema1_period': 19, 'ema2_period': 37}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=200, value=None),
 FrozenTrial(number=201, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 929836), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 938509), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=201, value=None),
 FrozenTrial(number=202, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 939079), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 947137), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=202, value=None),
 FrozenTrial(number=203, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 947767), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 955921), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=203, value=None),
 FrozenTrial(number=204, state=1, values=[1162.62], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 956567), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 964684), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=204, value=None),
 FrozenTrial(number=205, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 965288), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 973369), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=205, value=None),
 FrozenTrial(number=206, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 973831), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 982099), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=206, value=None),
 FrozenTrial(number=207, state=1, values=[1094.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 982748), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 990717), params={'ema1_period': 19, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=207, value=None),
 FrozenTrial(number=208, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 31, 991276), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 31, 999367), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=208, value=None),
 FrozenTrial(number=209, state=1, values=[1162.62], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 4), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 7948), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=209, value=None),
 FrozenTrial(number=210, state=1, values=[1025.12], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 8486), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 16619), params={'ema1_period': 20, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=210, value=None),
 FrozenTrial(number=211, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 17169), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 25287), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=211, value=None),
 FrozenTrial(number=212, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 25872), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 34136), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=212, value=None),
 FrozenTrial(number=213, state=1, values=[1124.06], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 34631), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 42718), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=213, value=None),
 FrozenTrial(number=214, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 43257), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 51365), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=214, value=None),
 FrozenTrial(number=215, state=1, values=[1074.9], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 51963), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 273059), params={'ema1_period': 20, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=215, value=None),
 FrozenTrial(number=216, state=1, values=[1162.62], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 273689), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 282289), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=216, value=None),
 FrozenTrial(number=217, state=1, values=[1124.06], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 282819), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 291061), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=217, value=None),
 FrozenTrial(number=218, state=1, values=[946.4], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 291712), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 548737), params={'ema1_period': 21, 'ema2_period': 27}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=218, value=None),
 FrozenTrial(number=219, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 549550), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 558258), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=219, value=None),
 FrozenTrial(number=220, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 558953), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 567301), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=220, value=None),
 FrozenTrial(number=221, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 567891), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 576020), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=221, value=None),
 FrozenTrial(number=222, state=1, values=[1162.32], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 576584), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 584802), params={'ema1_period': 18, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=222, value=None),
 FrozenTrial(number=223, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 585334), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 593567), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=223, value=None),
 FrozenTrial(number=224, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 594065), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 602278), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=224, value=None),
 FrozenTrial(number=225, state=1, values=[1160.48], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 602744), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 610931), params={'ema1_period': 18, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=225, value=None),
 FrozenTrial(number=226, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 611512), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 619807), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=226, value=None),
 FrozenTrial(number=227, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 620322), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 628578), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=227, value=None),
 FrozenTrial(number=228, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 629108), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 637340), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=228, value=None),
 FrozenTrial(number=229, state=1, values=[1110.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 637883), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 646155), params={'ema1_period': 18, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=229, value=None),
 FrozenTrial(number=230, state=1, values=[1094.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 646700), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 655090), params={'ema1_period': 19, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=230, value=None),
 FrozenTrial(number=231, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 655908), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 666572), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=231, value=None),
 FrozenTrial(number=232, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 667333), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 677264), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=232, value=None),
 FrozenTrial(number=233, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 678065), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 687071), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=233, value=None),
 FrozenTrial(number=234, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 687666), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 696065), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=234, value=None),
 FrozenTrial(number=235, state=1, values=[1124.06], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 696610), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 705065), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=235, value=None),
 FrozenTrial(number=236, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 705625), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 714185), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=236, value=None),
 FrozenTrial(number=237, state=1, values=[1160.48], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 714695), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 723108), params={'ema1_period': 18, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=237, value=None),
 FrozenTrial(number=238, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 723654), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 732087), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=238, value=None),
 FrozenTrial(number=239, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 732695), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 741128), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=239, value=None),
 FrozenTrial(number=240, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 741701), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 750249), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=240, value=None),
 FrozenTrial(number=241, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 750884), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 759409), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=241, value=None),
 FrozenTrial(number=242, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 759989), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 768473), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=242, value=None),
 FrozenTrial(number=243, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 769028), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 777576), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=243, value=None),
 FrozenTrial(number=244, state=1, values=[1160.68], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 778130), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 786629), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=244, value=None),
 FrozenTrial(number=245, state=1, values=[1162.32], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 787288), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 795704), params={'ema1_period': 18, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=245, value=None),
 FrozenTrial(number=246, state=1, values=[1074.9], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 796440), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 804864), params={'ema1_period': 20, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=246, value=None),
 FrozenTrial(number=247, state=1, values=[1162.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 805461), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 814204), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=247, value=None),
 FrozenTrial(number=248, state=1, values=[1162.62], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 814763), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 823384), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=248, value=None),
 FrozenTrial(number=249, state=1, values=[1160.68], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 824042), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 832686), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=249, value=None),
 FrozenTrial(number=250, state=1, values=[1124.06], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 833287), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 841709), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=250, value=None),
 FrozenTrial(number=251, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 842265), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 32, 850958), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=251, value=None),
 FrozenTrial(number=252, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 32, 851522), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 75537), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=252, value=None),
 FrozenTrial(number=253, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 76390), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 85647), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=253, value=None),
 FrozenTrial(number=254, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 86245), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 94808), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=254, value=None),
 FrozenTrial(number=255, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 95394), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 103985), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=255, value=None),
 FrozenTrial(number=256, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 104493), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 113285), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=256, value=None),
 FrozenTrial(number=257, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 113861), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 122396), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=257, value=None),
 FrozenTrial(number=258, state=1, values=[964.46], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 122982), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 315470), params={'ema1_period': 21, 'ema2_period': 46}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=258, value=None),
 FrozenTrial(number=259, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 316049), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 325131), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=259, value=None),
 FrozenTrial(number=260, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 325683), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 334373), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=260, value=None),
 FrozenTrial(number=261, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 334943), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 343547), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=261, value=None),
 FrozenTrial(number=262, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 344093), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 352943), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=262, value=None),
 FrozenTrial(number=263, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 353504), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 362386), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=263, value=None),
 FrozenTrial(number=264, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 363049), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 372817), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=264, value=None),
 FrozenTrial(number=265, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 373457), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 387082), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=265, value=None),
 FrozenTrial(number=266, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 388497), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 403876), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=266, value=None),
 FrozenTrial(number=267, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 404678), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 414887), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=267, value=None),
 FrozenTrial(number=268, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 415674), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 425418), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=268, value=None),
 FrozenTrial(number=269, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 426200), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 435949), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=269, value=None),
 FrozenTrial(number=270, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 436642), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 447994), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=270, value=None),
 FrozenTrial(number=271, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 449264), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 461479), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=271, value=None),
 FrozenTrial(number=272, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 462253), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 471943), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=272, value=None),
 FrozenTrial(number=273, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 472785), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 482152), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=273, value=None),
 FrozenTrial(number=274, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 482751), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 492070), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=274, value=None),
 FrozenTrial(number=275, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 492693), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 501717), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=275, value=None),
 FrozenTrial(number=276, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 502215), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 511200), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=276, value=None),
 FrozenTrial(number=277, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 511719), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 520734), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=277, value=None),
 FrozenTrial(number=278, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 521240), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 530176), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=278, value=None),
 FrozenTrial(number=279, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 530645), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 539639), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=279, value=None),
 FrozenTrial(number=280, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 540130), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 549054), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=280, value=None),
 FrozenTrial(number=281, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 549556), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 558444), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=281, value=None),
 FrozenTrial(number=282, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 558802), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 568063), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=282, value=None),
 FrozenTrial(number=283, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 568572), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 577529), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=283, value=None),
 FrozenTrial(number=284, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 577886), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 586856), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=284, value=None),
 FrozenTrial(number=285, state=1, values=[948.18], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 587229), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 795132), params={'ema1_period': 21, 'ema2_period': 31}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=285, value=None),
 FrozenTrial(number=286, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 795632), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 805497), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=286, value=None),
 FrozenTrial(number=287, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 806033), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 815058), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=287, value=None),
 FrozenTrial(number=288, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 815577), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 824744), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=288, value=None),
 FrozenTrial(number=289, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 825123), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 834342), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=289, value=None),
 FrozenTrial(number=290, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 834846), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 843803), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=290, value=None),
 FrozenTrial(number=291, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 844164), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 853565), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=291, value=None),
 FrozenTrial(number=292, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 854052), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 863287), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=292, value=None),
 FrozenTrial(number=293, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 863648), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 872791), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=293, value=None),
 FrozenTrial(number=294, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 873234), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 882257), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=294, value=None),
 FrozenTrial(number=295, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 882857), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 33, 892089), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=295, value=None),
 FrozenTrial(number=296, state=1, values=[1033.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 33, 892560), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 103557), params={'ema1_period': 23, 'ema2_period': 22}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=296, value=None),
 FrozenTrial(number=297, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 104022), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 113844), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=297, value=None),
 FrozenTrial(number=298, state=1, values=[936.12], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 114348), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 326516), params={'ema1_period': 21, 'ema2_period': 24}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=298, value=None),
 FrozenTrial(number=299, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 327343), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 337219), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=299, value=None),
 FrozenTrial(number=300, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 337571), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 346958), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=300, value=None),
 FrozenTrial(number=301, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 347349), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 356817), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=301, value=None),
 FrozenTrial(number=302, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 357346), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 366506), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=302, value=None),
 FrozenTrial(number=303, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 366993), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 376177), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=303, value=None),
 FrozenTrial(number=304, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 376713), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 386005), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=304, value=None),
 FrozenTrial(number=305, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 386459), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 395836), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=305, value=None),
 FrozenTrial(number=306, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 396361), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 405828), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=306, value=None),
 FrozenTrial(number=307, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 406339), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 415600), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=307, value=None),
 FrozenTrial(number=308, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 416094), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 425501), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=308, value=None),
 FrozenTrial(number=309, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 425992), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 435282), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=309, value=None),
 FrozenTrial(number=310, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 435671), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 445242), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=310, value=None),
 FrozenTrial(number=311, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 445734), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 455020), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=311, value=None),
 FrozenTrial(number=312, state=1, values=[1090.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 455361), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 687822), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=312, value=None),
 FrozenTrial(number=313, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 688490), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 698280), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=313, value=None),
 FrozenTrial(number=314, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 698806), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 707996), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=314, value=None),
 FrozenTrial(number=315, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 708555), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 717711), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=315, value=None),
 FrozenTrial(number=316, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 718195), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 727486), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=316, value=None),
 FrozenTrial(number=317, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 728011), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 736999), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=317, value=None),
 FrozenTrial(number=318, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 737431), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 746613), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=318, value=None),
 FrozenTrial(number=319, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 747146), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 756217), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=319, value=None),
 FrozenTrial(number=320, state=1, values=[974.7], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 756695), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 766015), params={'ema1_period': 22, 'ema2_period': 42}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=320, value=None),
 FrozenTrial(number=321, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 766523), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 775759), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=321, value=None),
 FrozenTrial(number=322, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 776220), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 785641), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=322, value=None),
 FrozenTrial(number=323, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 786131), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 795482), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=323, value=None),
 FrozenTrial(number=324, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 795981), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 34, 907004), params={'ema1_period': 13, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=324, value=None),
 FrozenTrial(number=325, state=1, values=[1014.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 34, 907648), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 127623), params={'ema1_period': 25, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=325, value=None),
 FrozenTrial(number=326, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 128342), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 138963), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=326, value=None),
 FrozenTrial(number=327, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 139474), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 149125), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=327, value=None),
 FrozenTrial(number=328, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 149670), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 159322), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=328, value=None),
 FrozenTrial(number=329, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 159832), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 169524), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=329, value=None),
 FrozenTrial(number=330, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 170032), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 179551), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=330, value=None),
 FrozenTrial(number=331, state=1, values=[900.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 180075), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 383655), params={'ema1_period': 24, 'ema2_period': 33}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=331, value=None),
 FrozenTrial(number=332, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 384355), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 394857), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=332, value=None),
 FrozenTrial(number=333, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 395420), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 404994), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=333, value=None),
 FrozenTrial(number=334, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 405537), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 415137), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=334, value=None),
 FrozenTrial(number=335, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 415690), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 425081), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=335, value=None),
 FrozenTrial(number=336, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 425557), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 435107), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=336, value=None),
 FrozenTrial(number=337, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 435620), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 444887), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=337, value=None),
 FrozenTrial(number=338, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 445383), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 454824), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=338, value=None),
 FrozenTrial(number=339, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 455363), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 464909), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=339, value=None),
 FrozenTrial(number=340, state=1, values=[1090.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 465571), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 475212), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=340, value=None),
 FrozenTrial(number=341, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 475763), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 485517), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=341, value=None),
 FrozenTrial(number=342, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 486033), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 495588), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=342, value=None),
 FrozenTrial(number=343, state=1, values=[1162.48], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 495987), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 505685), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=343, value=None),
 FrozenTrial(number=344, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 506245), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 515938), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=344, value=None),
 FrozenTrial(number=345, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 516449), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 526112), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=345, value=None),
 FrozenTrial(number=346, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 526583), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 536255), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=346, value=None),
 FrozenTrial(number=347, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 536764), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 546306), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=347, value=None),
 FrozenTrial(number=348, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 546828), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 556388), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=348, value=None),
 FrozenTrial(number=349, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 556777), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 569032), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=349, value=None),
 FrozenTrial(number=350, state=1, values=[907.76], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 570215), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 775863), params={'ema1_period': 23, 'ema2_period': 38}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=350, value=None),
 FrozenTrial(number=351, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 776564), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 787292), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=351, value=None),
 FrozenTrial(number=352, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 787808), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 798110), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=352, value=None),
 FrozenTrial(number=353, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 798628), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 808848), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=353, value=None),
 FrozenTrial(number=354, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 809344), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 819484), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=354, value=None),
 FrozenTrial(number=355, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 819857), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 829924), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=355, value=None),
 FrozenTrial(number=356, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 830519), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 840758), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=356, value=None),
 FrozenTrial(number=357, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 841224), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 851292), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=357, value=None),
 FrozenTrial(number=358, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 851644), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 35, 862335), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=358, value=None),
 FrozenTrial(number=359, state=1, values=[849.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 35, 862715), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 110501), params={'ema1_period': 9, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=359, value=None),
 FrozenTrial(number=360, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 111294), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 121908), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=360, value=None),
 FrozenTrial(number=361, state=1, values=[956.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 122260), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 132826), params={'ema1_period': 22, 'ema2_period': 29}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=361, value=None),
 FrozenTrial(number=362, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 133306), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 143266), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=362, value=None),
 FrozenTrial(number=363, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 143602), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 153716), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=363, value=None),
 FrozenTrial(number=364, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 154182), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 164460), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=364, value=None),
 FrozenTrial(number=365, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 164907), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 175237), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=365, value=None),
 FrozenTrial(number=366, state=1, values=[936.22], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 175744), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 387320), params={'ema1_period': 20, 'ema2_period': 26}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=366, value=None),
 FrozenTrial(number=367, state=1, values=[1064.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 388064), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 662884), params={'ema1_period': 23, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=367, value=None),
 FrozenTrial(number=368, state=1, values=[1001.7], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 663610), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 674288), params={'ema1_period': 21, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=368, value=None),
 FrozenTrial(number=369, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 674809), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 685270), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=369, value=None),
 FrozenTrial(number=370, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 685681), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 696286), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=370, value=None),
 FrozenTrial(number=371, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 696841), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 707007), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=371, value=None),
 FrozenTrial(number=372, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 707472), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 717611), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=372, value=None),
 FrozenTrial(number=373, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 718067), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 728645), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=373, value=None),
 FrozenTrial(number=374, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 729695), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 742240), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=374, value=None),
 FrozenTrial(number=375, state=1, values=[1120.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 743086), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 755082), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=375, value=None),
 FrozenTrial(number=376, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 755886), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 875372), params={'ema1_period': 15, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=376, value=None),
 FrozenTrial(number=377, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 876223), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 886986), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=377, value=None),
 FrozenTrial(number=378, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 887501), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 897658), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=378, value=None),
 FrozenTrial(number=379, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 898236), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 908120), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=379, value=None),
 FrozenTrial(number=380, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 908652), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 918416), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=380, value=None),
 FrozenTrial(number=381, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 918925), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 928657), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=381, value=None),
 FrozenTrial(number=382, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 929350), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 939427), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=382, value=None),
 FrozenTrial(number=383, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 939915), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 950208), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=383, value=None),
 FrozenTrial(number=384, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 950580), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 960897), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=384, value=None),
 FrozenTrial(number=385, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 961394), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 971563), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=385, value=None),
 FrozenTrial(number=386, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 971919), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 982405), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=386, value=None),
 FrozenTrial(number=387, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 982891), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 36, 995612), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=387, value=None),
 FrozenTrial(number=388, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 36, 996406), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 7278), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=388, value=None),
 FrozenTrial(number=389, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 7839), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 18642), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=389, value=None),
 FrozenTrial(number=390, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 19110), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 29658), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=390, value=None),
 FrozenTrial(number=391, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 30191), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 40285), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=391, value=None),
 FrozenTrial(number=392, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 40858), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 51060), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=392, value=None),
 FrozenTrial(number=393, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 51718), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 61913), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=393, value=None),
 FrozenTrial(number=394, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 62458), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 72426), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=394, value=None),
 FrozenTrial(number=395, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 72882), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 83036), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=395, value=None),
 FrozenTrial(number=396, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 83516), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 93700), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=396, value=None),
 FrozenTrial(number=397, state=1, values=[953.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 94387), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 104527), params={'ema1_period': 11, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=397, value=None),
 FrozenTrial(number=398, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 105024), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 115449), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=398, value=None),
 FrozenTrial(number=399, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 115984), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 126255), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=399, value=None),
 FrozenTrial(number=400, state=1, values=[1065.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 126811), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 137110), params={'ema1_period': 21, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=400, value=None),
 FrozenTrial(number=401, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 137578), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 147665), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=401, value=None),
 FrozenTrial(number=402, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 148181), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 158395), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=402, value=None),
 FrozenTrial(number=403, state=1, values=[1120.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 158861), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 169214), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=403, value=None),
 FrozenTrial(number=404, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 169761), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 179979), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=404, value=None),
 FrozenTrial(number=405, state=1, values=[1064.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 180517), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 396536), params={'ema1_period': 22, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=405, value=None),
 FrozenTrial(number=406, state=1, values=[890.22], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 397309), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 602070), params={'ema1_period': 21, 'ema2_period': 34}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=406, value=None),
 FrozenTrial(number=407, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 602806), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 613882), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=407, value=None),
 FrozenTrial(number=408, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 614476), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 624721), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=408, value=None),
 FrozenTrial(number=409, state=1, values=[1120.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 625263), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 635412), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=409, value=None),
 FrozenTrial(number=410, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 635900), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 646200), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=410, value=None),
 FrozenTrial(number=411, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 646728), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 656934), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=411, value=None),
 FrozenTrial(number=412, state=1, values=[838.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 657330), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 909018), params={'ema1_period': 7, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=412, value=None),
 FrozenTrial(number=413, state=1, values=[975.46], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 909830), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 920772), params={'ema1_period': 14, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=413, value=None),
 FrozenTrial(number=414, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 921348), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 931764), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=414, value=None),
 FrozenTrial(number=415, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 932253), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 942527), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=415, value=None),
 FrozenTrial(number=416, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 943044), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 953237), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=416, value=None),
 FrozenTrial(number=417, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 953730), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 37, 963985), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=417, value=None),
 FrozenTrial(number=418, state=1, values=[1004.86], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 37, 964518), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 157873), params={'ema1_period': 22, 'ema2_period': 47}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=418, value=None),
 FrozenTrial(number=419, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 158348), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 169267), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=419, value=None),
 FrozenTrial(number=420, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 169811), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 180117), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=420, value=None),
 FrozenTrial(number=421, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 180655), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 190976), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=421, value=None),
 FrozenTrial(number=422, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 191457), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 201824), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=422, value=None),
 FrozenTrial(number=423, state=1, values=[975.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 202294), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 416320), params={'ema1_period': 21, 'ema2_period': 23}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=423, value=None),
 FrozenTrial(number=424, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 417105), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 429375), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=424, value=None),
 FrozenTrial(number=425, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 430034), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 441551), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=425, value=None),
 FrozenTrial(number=426, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 442322), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 453133), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=426, value=None),
 FrozenTrial(number=427, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 453683), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 464271), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=427, value=None),
 FrozenTrial(number=428, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 464810), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 475329), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=428, value=None),
 FrozenTrial(number=429, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 475855), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 486338), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=429, value=None),
 FrozenTrial(number=430, state=1, values=[1002.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 486820), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 690418), params={'ema1_period': 22, 'ema2_period': 50}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=430, value=None),
 FrozenTrial(number=431, state=1, values=[1074.9], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 691163), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 702730), params={'ema1_period': 20, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=431, value=None),
 FrozenTrial(number=432, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 703254), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 713824), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=432, value=None),
 FrozenTrial(number=433, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 714334), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 725203), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=433, value=None),
 FrozenTrial(number=434, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 725659), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 736448), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=434, value=None),
 FrozenTrial(number=435, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 736918), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 747822), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=435, value=None),
 FrozenTrial(number=436, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 748293), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 759653), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=436, value=None),
 FrozenTrial(number=437, state=1, values=[1015.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 760133), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 770747), params={'ema1_period': 23, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=437, value=None),
 FrozenTrial(number=438, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 771161), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 38, 781990), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=438, value=None),
 FrozenTrial(number=439, state=1, values=[1054.78], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 38, 782345), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 5921), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=439, value=None),
 FrozenTrial(number=440, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 6711), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 18952), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=440, value=None),
 FrozenTrial(number=441, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 19487), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 30206), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=441, value=None),
 FrozenTrial(number=442, state=1, values=[944.86], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 30573), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 226658), params={'ema1_period': 21, 'ema2_period': 44}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=442, value=None),
 FrozenTrial(number=443, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 227273), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 238554), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=443, value=None),
 FrozenTrial(number=444, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 238922), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 249690), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=444, value=None),
 FrozenTrial(number=445, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 250237), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 261168), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=445, value=None),
 FrozenTrial(number=446, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 261682), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 272569), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=446, value=None),
 FrozenTrial(number=447, state=1, values=[933.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 272968), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 517988), params={'ema1_period': 13, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=447, value=None),
 FrozenTrial(number=448, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 518860), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 530718), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=448, value=None),
 FrozenTrial(number=449, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 531256), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 542307), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=449, value=None),
 FrozenTrial(number=450, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 542675), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 554092), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=450, value=None),
 FrozenTrial(number=451, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 555055), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 567989), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=451, value=None),
 FrozenTrial(number=452, state=1, values=[1065.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 568638), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 579934), params={'ema1_period': 21, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=452, value=None),
 FrozenTrial(number=453, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 580428), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 591131), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=453, value=None),
 FrozenTrial(number=454, state=1, values=[1095.32], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 591547), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 602641), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=454, value=None),
 FrozenTrial(number=455, state=1, values=[937.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 603078), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 614038), params={'ema1_period': 20, 'ema2_period': 31}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=455, value=None),
 FrozenTrial(number=456, state=1, values=[1064.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 614486), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 625439), params={'ema1_period': 22, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=456, value=None),
 FrozenTrial(number=457, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 625931), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 636774), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=457, value=None),
 FrozenTrial(number=458, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 637259), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 648044), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=458, value=None),
 FrozenTrial(number=459, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 648548), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 659690), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=459, value=None),
 FrozenTrial(number=460, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 660121), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 671173), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=460, value=None),
 FrozenTrial(number=461, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 671632), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 682504), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=461, value=None),
 FrozenTrial(number=462, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 683184), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 694072), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=462, value=None),
 FrozenTrial(number=463, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 694569), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 705574), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=463, value=None),
 FrozenTrial(number=464, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 705956), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 717149), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=464, value=None),
 FrozenTrial(number=465, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 717642), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 728579), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=465, value=None),
 FrozenTrial(number=466, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 728956), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 740178), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=466, value=None),
 FrozenTrial(number=467, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 740665), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 751712), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=467, value=None),
 FrozenTrial(number=468, state=1, values=[927.68], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 752237), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 955622), params={'ema1_period': 21, 'ema2_period': 40}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=468, value=None),
 FrozenTrial(number=469, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 956363), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 968532), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=469, value=None),
 FrozenTrial(number=470, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 969074), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 39, 979841), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=470, value=None),
 FrozenTrial(number=471, state=1, values=[994.5], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 39, 980353), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 195927), params={'ema1_period': 20, 'ema2_period': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=471, value=None),
 FrozenTrial(number=472, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 196510), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 207792), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=472, value=None),
 FrozenTrial(number=473, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 208254), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 219158), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=473, value=None),
 FrozenTrial(number=474, state=1, values=[1065.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 219635), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 230576), params={'ema1_period': 21, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=474, value=None),
 FrozenTrial(number=475, state=1, values=[1120.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 231009), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 242229), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=475, value=None),
 FrozenTrial(number=476, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 242709), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 256156), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=476, value=None),
 FrozenTrial(number=477, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 257027), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 270075), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=477, value=None),
 FrozenTrial(number=478, state=1, values=[1049.8], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 270668), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 507654), params={'ema1_period': 16, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=478, value=None),
 FrozenTrial(number=479, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 508439), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 520278), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=479, value=None),
 FrozenTrial(number=480, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 520663), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 531867), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=480, value=None),
 FrozenTrial(number=481, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 532230), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 543338), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=481, value=None),
 FrozenTrial(number=482, state=1, values=[1005.28], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 543783), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 554843), params={'ema1_period': 21, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=482, value=None),
 FrozenTrial(number=483, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 555355), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 566494), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=483, value=None),
 FrozenTrial(number=484, state=1, values=[1064.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 567011), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 578514), params={'ema1_period': 23, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=484, value=None),
 FrozenTrial(number=485, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 579020), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 590557), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=485, value=None),
 FrozenTrial(number=486, state=1, values=[935.46], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 590939), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 905592), params={'ema1_period': 5, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=486, value=None),
 FrozenTrial(number=487, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 906241), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 919369), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=487, value=None),
 FrozenTrial(number=488, state=1, values=[1014.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 919950), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 931852), params={'ema1_period': 25, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=488, value=None),
 FrozenTrial(number=489, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 932432), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 944069), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=489, value=None),
 FrozenTrial(number=490, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 944583), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 956264), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=490, value=None),
 FrozenTrial(number=491, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 956824), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 968400), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=491, value=None),
 FrozenTrial(number=492, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 969100), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 980310), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=492, value=None),
 FrozenTrial(number=493, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 980843), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 40, 993438), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=493, value=None),
 FrozenTrial(number=494, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 40, 994029), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 41, 5643), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=494, value=None),
 FrozenTrial(number=495, state=1, values=[936.54], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 41, 6103), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 41, 218231), params={'ema1_period': 21, 'ema2_period': 28}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=495, value=None),
 FrozenTrial(number=496, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 41, 218885), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 41, 230482), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=496, value=None),
 FrozenTrial(number=497, state=1, values=[1090.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 41, 230947), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 41, 481654), params={'ema1_period': 21, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=497, value=None),
 FrozenTrial(number=498, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 41, 482515), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 41, 495189), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=498, value=None),
 FrozenTrial(number=499, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 41, 495752), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 41, 507256), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=499, value=None),
 FrozenTrial(number=500, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 41, 507764), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 41, 519252), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=500, value=None),
 FrozenTrial(number=501, state=1, values=[888.78], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 41, 519765), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 41, 724423), params={'ema1_period': 22, 'ema2_period': 36}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=501, value=None),
 FrozenTrial(number=502, state=1, values=[1054.78], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 41, 725269), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 41, 737538), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=502, value=None),
 FrozenTrial(number=503, state=1, values=[935.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 41, 737981), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 1569), params={'ema1_period': 6, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=503, value=None),
 FrozenTrial(number=504, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 2277), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 14723), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=504, value=None),
 FrozenTrial(number=505, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 15259), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 26860), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=505, value=None),
 FrozenTrial(number=506, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 27336), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 38807), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=506, value=None),
 FrozenTrial(number=507, state=1, values=[933.1], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 39308), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 50745), params={'ema1_period': 12, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=507, value=None),
 FrozenTrial(number=508, state=1, values=[1033.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 51143), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 296830), params={'ema1_period': 15, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=508, value=None),
 FrozenTrial(number=509, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 297352), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 309930), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=509, value=None),
 FrozenTrial(number=510, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 310407), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 322010), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=510, value=None),
 FrozenTrial(number=511, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 322538), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 334039), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=511, value=None),
 FrozenTrial(number=512, state=1, values=[1065.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 334541), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 346140), params={'ema1_period': 21, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=512, value=None),
 FrozenTrial(number=513, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 346634), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 358185), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=513, value=None),
 FrozenTrial(number=514, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 358688), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 370324), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=514, value=None),
 FrozenTrial(number=515, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 370705), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 382239), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=515, value=None),
 FrozenTrial(number=516, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 382690), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 395793), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=516, value=None),
 FrozenTrial(number=517, state=1, values=[1095.32], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 398031), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 416568), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=517, value=None),
 FrozenTrial(number=518, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 417346), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 431819), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=518, value=None),
 FrozenTrial(number=519, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 432546), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 447489), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=519, value=None),
 FrozenTrial(number=520, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 448149), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 461099), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=520, value=None),
 FrozenTrial(number=521, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 461912), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 475870), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=521, value=None),
 FrozenTrial(number=522, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 476682), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 489505), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=522, value=None),
 FrozenTrial(number=523, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 490244), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 509324), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=523, value=None),
 FrozenTrial(number=524, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 510175), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 524827), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=524, value=None),
 FrozenTrial(number=525, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 525462), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 538613), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=525, value=None),
 FrozenTrial(number=526, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 539267), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 552188), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=526, value=None),
 FrozenTrial(number=527, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 552790), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 565541), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=527, value=None),
 FrozenTrial(number=528, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 566140), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 578679), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=528, value=None),
 FrozenTrial(number=529, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 579341), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 592053), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=529, value=None),
 FrozenTrial(number=530, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 592738), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 605437), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=530, value=None),
 FrozenTrial(number=531, state=1, values=[1001.7], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 606056), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 618841), params={'ema1_period': 21, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=531, value=None),
 FrozenTrial(number=532, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 619442), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 632110), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=532, value=None),
 FrozenTrial(number=533, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 632735), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 645356), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=533, value=None),
 FrozenTrial(number=534, state=1, values=[1064.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 645952), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 658611), params={'ema1_period': 22, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=534, value=None),
 FrozenTrial(number=535, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 659228), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 672274), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=535, value=None),
 FrozenTrial(number=536, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 672740), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 685943), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=536, value=None),
 FrozenTrial(number=537, state=1, values=[1074.9], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 686599), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 699477), params={'ema1_period': 20, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=537, value=None),
 FrozenTrial(number=538, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 699875), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 713151), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=538, value=None),
 FrozenTrial(number=539, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 713761), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 726503), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=539, value=None),
 FrozenTrial(number=540, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 727150), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 739589), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=540, value=None),
 FrozenTrial(number=541, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 740196), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 752850), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=541, value=None),
 FrozenTrial(number=542, state=1, values=[1162.48], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 753540), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 765977), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=542, value=None),
 FrozenTrial(number=543, state=1, values=[1120.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 766682), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 779470), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=543, value=None),
 FrozenTrial(number=544, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 780177), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 792890), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=544, value=None),
 FrozenTrial(number=545, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 793367), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 813364), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=545, value=None),
 FrozenTrial(number=546, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 814250), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 829453), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=546, value=None),
 FrozenTrial(number=547, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 830118), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 42, 843179), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=547, value=None),
 FrozenTrial(number=548, state=1, values=[836.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 42, 843838), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 65542), params={'ema1_period': 21, 'ema2_period': 26}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=548, value=None),
 FrozenTrial(number=549, state=1, values=[985.34], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 66412), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 80062), params={'ema1_period': 24, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=549, value=None),
 FrozenTrial(number=550, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 80511), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 93225), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=550, value=None),
 FrozenTrial(number=551, state=1, values=[975.46], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 93762), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 106337), params={'ema1_period': 14, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=551, value=None),
 FrozenTrial(number=552, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 106747), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 119401), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=552, value=None),
 FrozenTrial(number=553, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 119960), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 132388), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=553, value=None),
 FrozenTrial(number=554, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 132799), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 145522), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=554, value=None),
 FrozenTrial(number=555, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 145931), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 158600), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=555, value=None),
 FrozenTrial(number=556, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 159168), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 171778), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=556, value=None),
 FrozenTrial(number=557, state=1, values=[1005.18], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 172341), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 185234), params={'ema1_period': 22, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=557, value=None),
 FrozenTrial(number=558, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 185791), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 198812), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=558, value=None),
 FrozenTrial(number=559, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 199329), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 211899), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=559, value=None),
 FrozenTrial(number=560, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 212571), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 225170), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=560, value=None),
 FrozenTrial(number=561, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 225780), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 344156), params={'ema1_period': 20, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=561, value=None),
 FrozenTrial(number=562, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 344928), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 358603), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=562, value=None),
 FrozenTrial(number=563, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 359169), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 372379), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=563, value=None),
 FrozenTrial(number=564, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 372835), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 386627), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=564, value=None),
 FrozenTrial(number=565, state=1, values=[1064.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 387250), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 400346), params={'ema1_period': 22, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=565, value=None),
 FrozenTrial(number=566, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 400952), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 417692), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=566, value=None),
 FrozenTrial(number=567, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 418892), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 434603), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=567, value=None),
 FrozenTrial(number=568, state=1, values=[809.16], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 435407), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 702289), params={'ema1_period': 10, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=568, value=None),
 FrozenTrial(number=569, state=1, values=[1090.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 703074), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 717648), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=569, value=None),
 FrozenTrial(number=570, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 718308), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 732235), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=570, value=None),
 FrozenTrial(number=571, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 732822), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 745946), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=571, value=None),
 FrozenTrial(number=572, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 746581), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 759851), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=572, value=None),
 FrozenTrial(number=573, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 760476), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 773920), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=573, value=None),
 FrozenTrial(number=574, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 774519), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 788154), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=574, value=None),
 FrozenTrial(number=575, state=1, values=[1120.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 788735), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 802371), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=575, value=None),
 FrozenTrial(number=576, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 802944), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 43, 816468), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=576, value=None),
 FrozenTrial(number=577, state=1, values=[936.12], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 43, 816938), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 41163), params={'ema1_period': 22, 'ema2_period': 23}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=577, value=None),
 FrozenTrial(number=578, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 41922), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 55845), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=578, value=None),
 FrozenTrial(number=579, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 56601), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 68962), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=579, value=None),
 FrozenTrial(number=580, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 69617), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 81675), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=580, value=None),
 FrozenTrial(number=581, state=1, values=[974.12], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 82324), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 292275), params={'ema1_period': 25, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=581, value=None),
 FrozenTrial(number=582, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 293012), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 305331), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=582, value=None),
 FrozenTrial(number=583, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 305931), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 318245), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=583, value=None),
 FrozenTrial(number=584, state=1, values=[1120.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 318892), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 331186), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=584, value=None),
 FrozenTrial(number=585, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 332058), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 344509), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=585, value=None),
 FrozenTrial(number=586, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 345417), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 357962), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=586, value=None),
 FrozenTrial(number=587, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 358679), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 371097), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=587, value=None),
 FrozenTrial(number=588, state=1, values=[1064.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 371619), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 387853), params={'ema1_period': 23, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=588, value=None),
 FrozenTrial(number=589, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 389031), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 407476), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=589, value=None),
 FrozenTrial(number=590, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 408353), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 421756), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=590, value=None),
 FrozenTrial(number=591, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 422302), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 435308), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=591, value=None),
 FrozenTrial(number=592, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 435851), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 448278), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=592, value=None),
 FrozenTrial(number=593, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 448802), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 461324), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=593, value=None),
 FrozenTrial(number=594, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 461725), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 474616), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=594, value=None),
 FrozenTrial(number=595, state=1, values=[1074.9], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 475176), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 488444), params={'ema1_period': 20, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=595, value=None),
 FrozenTrial(number=596, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 488967), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 501800), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=596, value=None),
 FrozenTrial(number=597, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 502327), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 514805), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=597, value=None),
 FrozenTrial(number=598, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 515319), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 527729), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=598, value=None),
 FrozenTrial(number=599, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 528251), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 540925), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=599, value=None),
 FrozenTrial(number=600, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 541430), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 554061), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=600, value=None),
 FrozenTrial(number=601, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 554573), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 567115), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=601, value=None),
 FrozenTrial(number=602, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 567653), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 580196), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=602, value=None),
 FrozenTrial(number=603, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 580567), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 593344), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=603, value=None),
 FrozenTrial(number=604, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 593705), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 606498), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=604, value=None),
 FrozenTrial(number=605, state=1, values=[1110.66], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 607032), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 619732), params={'ema1_period': 20, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=605, value=None),
 FrozenTrial(number=606, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 620235), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 633025), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=606, value=None),
 FrozenTrial(number=607, state=1, values=[935.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 633566), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 650756), params={'ema1_period': 20, 'ema2_period': 25}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=607, value=None),
 FrozenTrial(number=608, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 654797), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 680356), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=608, value=None),
 FrozenTrial(number=609, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 681668), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 705225), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=609, value=None),
 FrozenTrial(number=610, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 706296), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 728022), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=610, value=None),
 FrozenTrial(number=611, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 729257), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 749359), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=611, value=None),
 FrozenTrial(number=612, state=1, values=[1160.48], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 750077), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 764365), params={'ema1_period': 17, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=612, value=None),
 FrozenTrial(number=613, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 765055), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 778883), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=613, value=None),
 FrozenTrial(number=614, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 779565), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 793327), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=614, value=None),
 FrozenTrial(number=615, state=1, values=[1162.48], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 794163), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 807483), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=615, value=None),
 FrozenTrial(number=616, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 808185), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 821584), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=616, value=None),
 FrozenTrial(number=617, state=1, values=[1049.8], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 822249), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 835922), params={'ema1_period': 16, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=617, value=None),
 FrozenTrial(number=618, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 836642), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 850060), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=618, value=None),
 FrozenTrial(number=619, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 850786), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 864156), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=619, value=None),
 FrozenTrial(number=620, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 865332), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 879208), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=620, value=None),
 FrozenTrial(number=621, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 879975), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 893327), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=621, value=None),
 FrozenTrial(number=622, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 894035), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 907539), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=622, value=None),
 FrozenTrial(number=623, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 908273), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 921870), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=623, value=None),
 FrozenTrial(number=624, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 922727), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 936429), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=624, value=None),
 FrozenTrial(number=625, state=1, values=[1065.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 937125), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 950821), params={'ema1_period': 21, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=625, value=None),
 FrozenTrial(number=626, state=1, values=[1054.78], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 951619), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 969227), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=626, value=None),
 FrozenTrial(number=627, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 970371), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 44, 986436), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=627, value=None),
 FrozenTrial(number=628, state=1, values=[928.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 44, 987559), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 203576), params={'ema1_period': 21, 'ema2_period': 32}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=628, value=None),
 FrozenTrial(number=629, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 204347), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 219264), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=629, value=None),
 FrozenTrial(number=630, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 219937), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 234880), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=630, value=None),
 FrozenTrial(number=631, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 235299), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 249131), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=631, value=None),
 FrozenTrial(number=632, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 249734), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 264226), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=632, value=None),
 FrozenTrial(number=633, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 264877), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 279189), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=633, value=None),
 FrozenTrial(number=634, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 279788), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 294486), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=634, value=None),
 FrozenTrial(number=635, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 295150), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 308598), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=635, value=None),
 FrozenTrial(number=636, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 309157), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 324082), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=636, value=None),
 FrozenTrial(number=637, state=1, values=[803.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 324657), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 644541), params={'ema1_period': 8, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=637, value=None),
 FrozenTrial(number=638, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 645327), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 659605), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=638, value=None),
 FrozenTrial(number=639, state=1, values=[961.8], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 660206), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 673763), params={'ema1_period': 20, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=639, value=None),
 FrozenTrial(number=640, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 674333), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 687808), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=640, value=None),
 FrozenTrial(number=641, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 688369), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 701800), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=641, value=None),
 FrozenTrial(number=642, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 702373), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 715826), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=642, value=None),
 FrozenTrial(number=643, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 716412), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 729709), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=643, value=None),
 FrozenTrial(number=644, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 730264), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 743581), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=644, value=None),
 FrozenTrial(number=645, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 744178), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 761067), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=645, value=None),
 FrozenTrial(number=646, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 761899), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 778239), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=646, value=None),
 FrozenTrial(number=647, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 778903), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 792648), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=647, value=None),
 FrozenTrial(number=648, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 793204), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 806288), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=648, value=None),
 FrozenTrial(number=649, state=1, values=[1110.66], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 806764), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 819777), params={'ema1_period': 20, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=649, value=None),
 FrozenTrial(number=650, state=1, values=[1005.28], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 820174), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 45, 833589), params={'ema1_period': 21, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=650, value=None),
 FrozenTrial(number=651, state=1, values=[879.18], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 45, 833978), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 38518), params={'ema1_period': 25, 'ema2_period': 29}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=651, value=None),
 FrozenTrial(number=652, state=1, values=[964.66], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 39244), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 232128), params={'ema1_period': 22, 'ema2_period': 43}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=652, value=None),
 FrozenTrial(number=653, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 232724), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 247012), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=653, value=None),
 FrozenTrial(number=654, state=1, values=[923.68], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 247584), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 446644), params={'ema1_period': 22, 'ema2_period': 38}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=654, value=None),
 FrozenTrial(number=655, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 447780), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 463154), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=655, value=None),
 FrozenTrial(number=656, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 463938), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 477982), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=656, value=None),
 FrozenTrial(number=657, state=1, values=[984.46], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 478653), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 679953), params={'ema1_period': 21, 'ema2_period': 48}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=657, value=None),
 FrozenTrial(number=658, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 680718), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 696451), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=658, value=None),
 FrozenTrial(number=659, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 697199), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 711207), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=659, value=None),
 FrozenTrial(number=660, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 711922), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 725883), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=660, value=None),
 FrozenTrial(number=661, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 726701), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 740860), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=661, value=None),
 FrozenTrial(number=662, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 742010), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 756400), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=662, value=None),
 FrozenTrial(number=663, state=1, values=[975.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 757135), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 773660), params={'ema1_period': 23, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=663, value=None),
 FrozenTrial(number=664, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 775012), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 790994), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=664, value=None),
 FrozenTrial(number=665, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 792049), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 806449), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=665, value=None),
 FrozenTrial(number=666, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 807265), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 821383), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=666, value=None),
 FrozenTrial(number=667, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 822131), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 836536), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=667, value=None),
 FrozenTrial(number=668, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 837396), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 851722), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=668, value=None),
 FrozenTrial(number=669, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 852246), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 866875), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=669, value=None),
 FrozenTrial(number=670, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 867624), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 882140), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=670, value=None),
 FrozenTrial(number=671, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 882943), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 897891), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=671, value=None),
 FrozenTrial(number=672, state=1, values=[994.5], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 898849), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 913610), params={'ema1_period': 20, 'ema2_period': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=672, value=None),
 FrozenTrial(number=673, state=1, values=[1064.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 914479), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 46, 929571), params={'ema1_period': 22, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=673, value=None),
 FrozenTrial(number=674, state=1, values=[898.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 46, 930527), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 153680), params={'ema1_period': 23, 'ema2_period': 35}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=674, value=None),
 FrozenTrial(number=675, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 154465), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 170767), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=675, value=None),
 FrozenTrial(number=676, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 171692), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 186374), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=676, value=None),
 FrozenTrial(number=677, state=1, values=[1110.66], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 187264), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 201589), params={'ema1_period': 20, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=677, value=None),
 FrozenTrial(number=678, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 202216), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 216628), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=678, value=None),
 FrozenTrial(number=679, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 217533), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 231983), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=679, value=None),
 FrozenTrial(number=680, state=1, values=[1064.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 232596), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 246996), params={'ema1_period': 22, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=680, value=None),
 FrozenTrial(number=681, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 247618), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 265400), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=681, value=None),
 FrozenTrial(number=682, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 266677), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 283025), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=682, value=None),
 FrozenTrial(number=683, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 284059), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 299537), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=683, value=None),
 FrozenTrial(number=684, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 300375), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 315303), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=684, value=None),
 FrozenTrial(number=685, state=1, values=[1120.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 316170), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 330956), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=685, value=None),
 FrozenTrial(number=686, state=1, values=[1090.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 331853), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 346894), params={'ema1_period': 21, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=686, value=None),
 FrozenTrial(number=687, state=1, values=[1054.78], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 347748), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 362583), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=687, value=None),
 FrozenTrial(number=688, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 363472), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 378077), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=688, value=None),
 FrozenTrial(number=689, state=1, values=[965.22], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 379404), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 398144), params={'ema1_period': 13, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=689, value=None),
 FrozenTrial(number=690, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 399635), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 420512), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=690, value=None),
 FrozenTrial(number=691, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 421385), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 438577), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=691, value=None),
 FrozenTrial(number=692, state=1, values=[1074.9], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 439490), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 457999), params={'ema1_period': 20, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=692, value=None),
 FrozenTrial(number=693, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 458798), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 477001), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=693, value=None),
 FrozenTrial(number=694, state=1, values=[1030.54], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 477914), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 728764), params={'ema1_period': 22, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=694, value=None),
 FrozenTrial(number=695, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 729673), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 745822), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=695, value=None),
 FrozenTrial(number=696, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 746424), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 761130), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=696, value=None),
 FrozenTrial(number=697, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 761747), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 776893), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=697, value=None),
 FrozenTrial(number=698, state=1, values=[1162.48], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 777537), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 792594), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=698, value=None),
 FrozenTrial(number=699, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 793264), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 810574), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=699, value=None),
 FrozenTrial(number=700, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 811395), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 827283), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=700, value=None),
 FrozenTrial(number=701, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 828043), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 47, 843377), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=701, value=None),
 FrozenTrial(number=702, state=1, values=[966.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 47, 843954), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 69122), params={'ema1_period': 23, 'ema2_period': 27}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=702, value=None),
 FrozenTrial(number=703, state=1, values=[1064.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 70089), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 86159), params={'ema1_period': 22, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=703, value=None),
 FrozenTrial(number=704, state=1, values=[933.1], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 86826), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 101942), params={'ema1_period': 12, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=704, value=None),
 FrozenTrial(number=705, state=1, values=[956.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 102510), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 327010), params={'ema1_period': 21, 'ema2_period': 30}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=705, value=None),
 FrozenTrial(number=706, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 327879), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 344093), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=706, value=None),
 FrozenTrial(number=707, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 344656), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 359511), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=707, value=None),
 FrozenTrial(number=708, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 360144), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 375815), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=708, value=None),
 FrozenTrial(number=709, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 376468), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 392098), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=709, value=None),
 FrozenTrial(number=710, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 392713), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 407666), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=710, value=None),
 FrozenTrial(number=711, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 408440), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 423469), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=711, value=None),
 FrozenTrial(number=712, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 424055), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 439258), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=712, value=None),
 FrozenTrial(number=713, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 439837), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 454500), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=713, value=None),
 FrozenTrial(number=714, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 455095), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 469941), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=714, value=None),
 FrozenTrial(number=715, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 470511), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 486170), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=715, value=None),
 FrozenTrial(number=716, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 486825), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 507186), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=716, value=None),
 FrozenTrial(number=717, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 507936), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 525005), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=717, value=None),
 FrozenTrial(number=718, state=1, values=[953.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 525614), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 541343), params={'ema1_period': 11, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=718, value=None),
 FrozenTrial(number=719, state=1, values=[1045.48], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 542042), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 774110), params={'ema1_period': 20, 'ema2_period': 22}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=719, value=None),
 FrozenTrial(number=720, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 774946), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 790751), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=720, value=None),
 FrozenTrial(number=721, state=1, values=[1064.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 791202), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 805785), params={'ema1_period': 22, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=721, value=None),
 FrozenTrial(number=722, state=1, values=[1065.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 806338), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 821102), params={'ema1_period': 21, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=722, value=None),
 FrozenTrial(number=723, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 821663), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 836630), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=723, value=None),
 FrozenTrial(number=724, state=1, values=[923.96], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 837189), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 851820), params={'ema1_period': 22, 'ema2_period': 41}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=724, value=None),
 FrozenTrial(number=725, state=1, values=[1120.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 852378), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 867134), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=725, value=None),
 FrozenTrial(number=726, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 867716), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 882746), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=726, value=None),
 FrozenTrial(number=727, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 883361), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 898477), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=727, value=None),
 FrozenTrial(number=728, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 899117), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 914743), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=728, value=None),
 FrozenTrial(number=729, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 915434), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 931124), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=729, value=None),
 FrozenTrial(number=730, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 931826), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 946676), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=730, value=None),
 FrozenTrial(number=731, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 947266), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 962123), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=731, value=None),
 FrozenTrial(number=732, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 962771), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 48, 984876), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=732, value=None),
 FrozenTrial(number=733, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 48, 985692), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 49, 5453), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=733, value=None),
 FrozenTrial(number=734, state=1, values=[1054.78], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 49, 6518), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 49, 22431), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=734, value=None),
 FrozenTrial(number=735, state=1, values=[1002.86], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 49, 23032), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 49, 279835), params={'ema1_period': 15, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=735, value=None),
 FrozenTrial(number=736, state=1, values=[975.7], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 49, 280511), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 49, 507385), params={'ema1_period': 21, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=736, value=None),
 FrozenTrial(number=737, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 49, 508190), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 49, 524627), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=737, value=None),
 FrozenTrial(number=738, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 49, 525259), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 49, 540818), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=738, value=None),
 FrozenTrial(number=739, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 49, 541639), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 49, 557869), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=739, value=None),
 FrozenTrial(number=740, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 49, 558575), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 49, 574023), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=740, value=None),
 FrozenTrial(number=741, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 49, 574634), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 49, 589445), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=741, value=None),
 FrozenTrial(number=742, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 49, 590051), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 49, 605270), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=742, value=None),
 FrozenTrial(number=743, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 49, 605713), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 49, 620839), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=743, value=None),
 FrozenTrial(number=744, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 49, 621326), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 49, 636330), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=744, value=None),
 FrozenTrial(number=745, state=1, values=[853.78], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 49, 636914), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 49, 903654), params={'ema1_period': 6, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=745, value=None),
 FrozenTrial(number=746, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 49, 904307), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 49, 920963), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=746, value=None),
 FrozenTrial(number=747, state=1, values=[1064.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 49, 921519), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 49, 936887), params={'ema1_period': 23, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=747, value=None),
 FrozenTrial(number=748, state=1, values=[985.34], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 49, 937309), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 171612), params={'ema1_period': 25, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=748, value=None),
 FrozenTrial(number=749, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 172445), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 189113), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=749, value=None),
 FrozenTrial(number=750, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 189679), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 204633), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=750, value=None),
 FrozenTrial(number=751, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 205041), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 222536), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=751, value=None),
 FrozenTrial(number=752, state=1, values=[1110.66], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 224788), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 245989), params={'ema1_period': 20, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=752, value=None),
 FrozenTrial(number=753, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 246812), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 264969), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=753, value=None),
 FrozenTrial(number=754, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 265853), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 284914), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=754, value=None),
 FrozenTrial(number=755, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 286423), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 307481), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=755, value=None),
 FrozenTrial(number=756, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 308324), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 325106), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=756, value=None),
 FrozenTrial(number=757, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 325750), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 341523), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=757, value=None),
 FrozenTrial(number=758, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 342128), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 357722), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=758, value=None),
 FrozenTrial(number=759, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 358296), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 373388), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=759, value=None),
 FrozenTrial(number=760, state=1, values=[1090.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 374023), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 389149), params={'ema1_period': 21, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=760, value=None),
 FrozenTrial(number=761, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 389701), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 404939), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=761, value=None),
 FrozenTrial(number=762, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 405562), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 420499), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=762, value=None),
 FrozenTrial(number=763, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 488967), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 513112), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=763, value=None),
 FrozenTrial(number=764, state=1, values=[1064.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 513962), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 537179), params={'ema1_period': 22, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=764, value=None),
 FrozenTrial(number=765, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 537966), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 555151), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=765, value=None),
 FrozenTrial(number=766, state=1, values=[1005.28], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 555844), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 573116), params={'ema1_period': 21, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=766, value=None),
 FrozenTrial(number=767, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 573818), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 591324), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=767, value=None),
 FrozenTrial(number=768, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 591958), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 608386), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=768, value=None),
 FrozenTrial(number=769, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 609035), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 624560), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=769, value=None),
 FrozenTrial(number=770, state=1, values=[1162.48], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 625219), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 641063), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=770, value=None),
 FrozenTrial(number=771, state=1, values=[862.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 641748), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 895603), params={'ema1_period': 9, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=771, value=None),
 FrozenTrial(number=772, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 896553), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 914181), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=772, value=None),
 FrozenTrial(number=773, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 915042), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 933303), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=773, value=None),
 FrozenTrial(number=774, state=1, values=[1110.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 934142), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 952889), params={'ema1_period': 17, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=774, value=None),
 FrozenTrial(number=775, state=1, values=[1120.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 953725), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 973380), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=775, value=None),
 FrozenTrial(number=776, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 974474), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 50, 994623), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=776, value=None),
 FrozenTrial(number=777, state=1, values=[1065.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 50, 995533), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 14303), params={'ema1_period': 21, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=777, value=None),
 FrozenTrial(number=778, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 15097), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 33559), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=778, value=None),
 FrozenTrial(number=779, state=1, values=[975.46], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 34657), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 53789), params={'ema1_period': 14, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=779, value=None),
 FrozenTrial(number=780, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 57797), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 79139), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=780, value=None),
 FrozenTrial(number=781, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 80102), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 99322), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=781, value=None),
 FrozenTrial(number=782, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 100154), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 116731), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=782, value=None),
 FrozenTrial(number=783, state=1, values=[964.56], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 117454), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 133672), params={'ema1_period': 22, 'ema2_period': 45}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=783, value=None),
 FrozenTrial(number=784, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 134578), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 150299), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=784, value=None),
 FrozenTrial(number=785, state=1, values=[803.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 151074), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 166733), params={'ema1_period': 8, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=785, value=None),
 FrozenTrial(number=786, state=1, values=[948.26], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 167479), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 378425), params={'ema1_period': 20, 'ema2_period': 33}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=786, value=None),
 FrozenTrial(number=787, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 379388), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 396243), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=787, value=None),
 FrozenTrial(number=788, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 397055), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 412656), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=788, value=None),
 FrozenTrial(number=789, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 413385), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 428842), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=789, value=None),
 FrozenTrial(number=790, state=1, values=[926.06], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 429612), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 643948), params={'ema1_period': 21, 'ema2_period': 25}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=790, value=None),
 FrozenTrial(number=791, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 645036), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 661847), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=791, value=None),
 FrozenTrial(number=792, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 662600), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 678536), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=792, value=None),
 FrozenTrial(number=793, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 679326), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 695078), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=793, value=None),
 FrozenTrial(number=794, state=1, values=[1064.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 695792), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 711400), params={'ema1_period': 22, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=794, value=None),
 FrozenTrial(number=795, state=1, values=[1054.78], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 712131), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 727775), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=795, value=None),
 FrozenTrial(number=796, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 728633), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 744410), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=796, value=None),
 FrozenTrial(number=797, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 745142), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 765276), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=797, value=None),
 FrozenTrial(number=798, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 766618), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 784138), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=798, value=None),
 FrozenTrial(number=799, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 784932), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 801152), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=799, value=None),
 FrozenTrial(number=800, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 801811), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 817328), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=800, value=None),
 FrozenTrial(number=801, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 818012), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 833742), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=801, value=None),
 FrozenTrial(number=802, state=1, values=[1120.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 834936), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 851202), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=802, value=None),
 FrozenTrial(number=803, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 851860), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 867736), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=803, value=None),
 FrozenTrial(number=804, state=1, values=[1095.32], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 868384), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 884492), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=804, value=None),
 FrozenTrial(number=805, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 885167), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 901130), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=805, value=None),
 FrozenTrial(number=806, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 901845), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 917580), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=806, value=None),
 FrozenTrial(number=807, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 918258), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 934362), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=807, value=None),
 FrozenTrial(number=808, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 935075), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 950732), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=808, value=None),
 FrozenTrial(number=809, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 951491), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 967040), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=809, value=None),
 FrozenTrial(number=810, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 967657), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 51, 983982), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=810, value=None),
 FrozenTrial(number=811, state=1, values=[1065.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 51, 984946), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 7083), params={'ema1_period': 21, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=811, value=None),
 FrozenTrial(number=812, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 8139), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 30508), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=812, value=None),
 FrozenTrial(number=813, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 31911), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 51688), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=813, value=None),
 FrozenTrial(number=814, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 52698), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 71463), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=814, value=None),
 FrozenTrial(number=815, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 72423), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 91226), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=815, value=None),
 FrozenTrial(number=816, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 92155), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 111517), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=816, value=None),
 FrozenTrial(number=817, state=1, values=[961.8], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 113931), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 130841), params={'ema1_period': 20, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=817, value=None),
 FrozenTrial(number=818, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 131579), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 147849), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=818, value=None),
 FrozenTrial(number=819, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 148538), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 164308), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=819, value=None),
 FrozenTrial(number=820, state=1, values=[936.12], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 164952), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 181146), params={'ema1_period': 21, 'ema2_period': 24}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=820, value=None),
 FrozenTrial(number=821, state=1, values=[949.32], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 181807), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 391694), params={'ema1_period': 20, 'ema2_period': 34}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=821, value=None),
 FrozenTrial(number=822, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 392578), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 409229), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=822, value=None),
 FrozenTrial(number=823, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 409874), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 425679), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=823, value=None),
 FrozenTrial(number=824, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 426307), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 441917), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=824, value=None),
 FrozenTrial(number=825, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 442688), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 458166), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=825, value=None),
 FrozenTrial(number=826, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 459051), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 483781), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=826, value=None),
 FrozenTrial(number=827, state=1, values=[1065.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 484718), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 501406), params={'ema1_period': 21, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=827, value=None),
 FrozenTrial(number=828, state=1, values=[1162.48], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 501991), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 518234), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=828, value=None),
 FrozenTrial(number=829, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 518876), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 534687), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=829, value=None),
 FrozenTrial(number=830, state=1, values=[1064.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 535374), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 551580), params={'ema1_period': 23, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=830, value=None),
 FrozenTrial(number=831, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 552421), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 568480), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=831, value=None),
 FrozenTrial(number=832, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 569233), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 585183), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=832, value=None),
 FrozenTrial(number=833, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 585668), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 601678), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=833, value=None),
 FrozenTrial(number=834, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 602376), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 618239), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=834, value=None),
 FrozenTrial(number=835, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 618902), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 634676), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=835, value=None),
 FrozenTrial(number=836, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 635227), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 650929), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=836, value=None),
 FrozenTrial(number=837, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 651405), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 667490), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=837, value=None),
 FrozenTrial(number=838, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 668090), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 683693), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=838, value=None),
 FrozenTrial(number=839, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 684309), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 700069), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=839, value=None),
 FrozenTrial(number=840, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 700724), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 716873), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=840, value=None),
 FrozenTrial(number=841, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 717567), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 739539), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=841, value=None),
 FrozenTrial(number=842, state=1, values=[1014.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 740572), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 759634), params={'ema1_period': 25, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=842, value=None),
 FrozenTrial(number=843, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 760511), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 776893), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=843, value=None),
 FrozenTrial(number=844, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 777565), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 793720), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=844, value=None),
 FrozenTrial(number=845, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 794275), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 810200), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=845, value=None),
 FrozenTrial(number=846, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 810917), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 826960), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=846, value=None),
 FrozenTrial(number=847, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 827708), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 843924), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=847, value=None),
 FrozenTrial(number=848, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 844798), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 860888), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=848, value=None),
 FrozenTrial(number=849, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 861597), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 877431), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=849, value=None),
 FrozenTrial(number=850, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 877988), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 894084), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=850, value=None),
 FrozenTrial(number=851, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 894908), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 911380), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=851, value=None),
 FrozenTrial(number=852, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 912161), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 929267), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=852, value=None),
 FrozenTrial(number=853, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 930013), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 946846), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=853, value=None),
 FrozenTrial(number=854, state=1, values=[1011.86], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 947605), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 965425), params={'ema1_period': 16, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=854, value=None),
 FrozenTrial(number=855, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 966240), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 52, 983879), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=855, value=None),
 FrozenTrial(number=856, state=1, values=[1064.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 52, 984846), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 2079), params={'ema1_period': 22, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=856, value=None),
 FrozenTrial(number=857, state=1, values=[1110.66], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 2825), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 20186), params={'ema1_period': 20, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=857, value=None),
 FrozenTrial(number=858, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 21187), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 41929), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=858, value=None),
 FrozenTrial(number=859, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 43333), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 62866), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=859, value=None),
 FrozenTrial(number=860, state=1, values=[1005.18], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 63571), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 80598), params={'ema1_period': 22, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=860, value=None),
 FrozenTrial(number=861, state=1, values=[1001.7], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 81287), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 98031), params={'ema1_period': 21, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=861, value=None),
 FrozenTrial(number=862, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 98736), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 115333), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=862, value=None),
 FrozenTrial(number=863, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 117436), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 134080), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=863, value=None),
 FrozenTrial(number=864, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 134831), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 151189), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=864, value=None),
 FrozenTrial(number=865, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 151865), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 168031), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=865, value=None),
 FrozenTrial(number=866, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 168639), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 184989), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=866, value=None),
 FrozenTrial(number=867, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 185608), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 201754), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=867, value=None),
 FrozenTrial(number=868, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 202347), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 218401), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=868, value=None),
 FrozenTrial(number=869, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 219006), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 242323), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=869, value=None),
 FrozenTrial(number=870, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 243681), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 272510), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=870, value=None),
 FrozenTrial(number=871, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 273614), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 299738), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=871, value=None),
 FrozenTrial(number=872, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 301065), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 326841), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=872, value=None),
 FrozenTrial(number=873, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 328380), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 348326), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=873, value=None),
 FrozenTrial(number=874, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 349120), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 367357), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=874, value=None),
 FrozenTrial(number=875, state=1, values=[918.74], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 368104), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 583905), params={'ema1_period': 21, 'ema2_period': 37}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=875, value=None),
 FrozenTrial(number=876, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 585108), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 603438), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=876, value=None),
 FrozenTrial(number=877, state=1, values=[1120.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 604210), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 621801), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=877, value=None),
 FrozenTrial(number=878, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 622358), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 640465), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=878, value=None),
 FrozenTrial(number=879, state=1, values=[1095.32], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 641272), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 658431), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=879, value=None),
 FrozenTrial(number=880, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 659252), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 676752), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=880, value=None),
 FrozenTrial(number=881, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 677619), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 695180), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=881, value=None),
 FrozenTrial(number=882, state=1, values=[1064.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 696054), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 713261), params={'ema1_period': 22, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=882, value=None),
 FrozenTrial(number=883, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 713725), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 731574), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=883, value=None),
 FrozenTrial(number=884, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 732108), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 753416), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=884, value=None),
 FrozenTrial(number=885, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 754327), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 777608), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=885, value=None),
 FrozenTrial(number=886, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 778725), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 797576), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=886, value=None),
 FrozenTrial(number=887, state=1, values=[1065.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 798332), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 816446), params={'ema1_period': 21, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=887, value=None),
 FrozenTrial(number=888, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 816976), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 835266), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=888, value=None),
 FrozenTrial(number=889, state=1, values=[936.54], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 836094), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 853808), params={'ema1_period': 21, 'ema2_period': 28}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=889, value=None),
 FrozenTrial(number=890, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 855136), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 873517), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=890, value=None),
 FrozenTrial(number=891, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 874410), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 53, 892869), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=891, value=None),
 FrozenTrial(number=892, state=1, values=[845.26], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 53, 893623), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 137759), params={'ema1_period': 17, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=892, value=None),
 FrozenTrial(number=893, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 138464), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 157466), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=893, value=None),
 FrozenTrial(number=894, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 158258), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 175843), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=894, value=None),
 FrozenTrial(number=895, state=1, values=[1095.32], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 176746), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 194887), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=895, value=None),
 FrozenTrial(number=896, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 195439), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 213122), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=896, value=None),
 FrozenTrial(number=897, state=1, values=[1090.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 213644), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 231553), params={'ema1_period': 21, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=897, value=None),
 FrozenTrial(number=898, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 232299), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 250193), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=898, value=None),
 FrozenTrial(number=899, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 251117), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 274697), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=899, value=None),
 FrozenTrial(number=900, state=1, values=[1015.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 275630), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 295205), params={'ema1_period': 24, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=900, value=None),
 FrozenTrial(number=901, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 295891), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 314762), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=901, value=None),
 FrozenTrial(number=902, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 315431), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 333777), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=902, value=None),
 FrozenTrial(number=903, state=1, values=[965.22], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 334652), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 352547), params={'ema1_period': 13, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=903, value=None),
 FrozenTrial(number=904, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 353184), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 370988), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=904, value=None),
 FrozenTrial(number=905, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 371657), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 389537), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=905, value=None),
 FrozenTrial(number=906, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 390246), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 408166), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=906, value=None),
 FrozenTrial(number=907, state=1, values=[852.9], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 408852), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 675254), params={'ema1_period': 10, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=907, value=None),
 FrozenTrial(number=908, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 676218), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 695170), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=908, value=None),
 FrozenTrial(number=909, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 695783), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 713106), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=909, value=None),
 FrozenTrial(number=910, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 713676), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 730834), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=910, value=None),
 FrozenTrial(number=911, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 731402), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 748366), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=911, value=None),
 FrozenTrial(number=912, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 748919), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 766264), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=912, value=None),
 FrozenTrial(number=913, state=1, values=[1120.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 766871), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 784632), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=913, value=None),
 FrozenTrial(number=914, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 785395), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 54, 807691), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=914, value=None),
 FrozenTrial(number=915, state=1, values=[1002.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 54, 808528), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 55, 18371), params={'ema1_period': 22, 'ema2_period': 49}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=915, value=None),
 FrozenTrial(number=916, state=1, values=[953.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 55, 19347), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 55, 38945), params={'ema1_period': 11, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=916, value=None),
 FrozenTrial(number=917, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 55, 39622), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 55, 57180), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=917, value=None),
 FrozenTrial(number=918, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 55, 57776), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 55, 75255), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=918, value=None),
 FrozenTrial(number=919, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 55, 76031), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 55, 94775), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=919, value=None),
 FrozenTrial(number=920, state=1, values=[809.16], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 55, 95476), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 55, 113834), params={'ema1_period': 10, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=920, value=None),
 FrozenTrial(number=921, state=1, values=[986.54], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 55, 114663), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 55, 376988), params={'ema1_period': 12, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=921, value=None),
 FrozenTrial(number=922, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 55, 377841), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 55, 396590), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=922, value=None),
 FrozenTrial(number=923, state=1, values=[1074.9], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 55, 397250), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 55, 414806), params={'ema1_period': 20, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=923, value=None),
 FrozenTrial(number=924, state=1, values=[1152.78], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 55, 415382), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 55, 660173), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=924, value=None),
 FrozenTrial(number=925, state=1, values=[1000.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 55, 661034), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 55, 914548), params={'ema1_period': 15, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=925, value=None),
 FrozenTrial(number=926, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 55, 915370), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 55, 934357), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=926, value=None),
 FrozenTrial(number=927, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 55, 935578), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 55, 956701), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=927, value=None),
 FrozenTrial(number=928, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 55, 957561), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 55, 976329), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=928, value=None),
 FrozenTrial(number=929, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 55, 976984), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 55, 994852), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=929, value=None),
 FrozenTrial(number=930, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 55, 995489), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 56, 13015), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=930, value=None),
 FrozenTrial(number=931, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 56, 13638), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 56, 31004), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=931, value=None),
 FrozenTrial(number=932, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 56, 31572), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 56, 49051), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=932, value=None),
 FrozenTrial(number=933, state=1, values=[946.4], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 56, 49867), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 56, 67608), params={'ema1_period': 21, 'ema2_period': 27}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=933, value=None),
 FrozenTrial(number=934, state=1, values=[1110.74], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 56, 68145), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 56, 86561), params={'ema1_period': 19, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=934, value=None),
 FrozenTrial(number=935, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 56, 87352), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 56, 105308), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=935, value=None),
 FrozenTrial(number=936, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 56, 106119), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 56, 123857), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=936, value=None),
 FrozenTrial(number=937, state=1, values=[1162.48], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 56, 124472), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 56, 141932), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=937, value=None),
 FrozenTrial(number=938, state=1, values=[1014.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 56, 142513), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 56, 160245), params={'ema1_period': 25, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=938, value=None),
 FrozenTrial(number=939, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 56, 160903), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 56, 181550), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=939, value=None),
 FrozenTrial(number=940, state=1, values=[1016.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 56, 182704), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 56, 412871), params={'ema1_period': 20, 'ema2_period': 23}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=940, value=None),
 FrozenTrial(number=941, state=1, values=[924.46], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 56, 413695), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 56, 685664), params={'ema1_period': 21, 'ema2_period': 39}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=941, value=None),
 FrozenTrial(number=942, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 56, 686561), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 56, 705608), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=942, value=None),
 FrozenTrial(number=943, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 56, 706346), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 56, 724571), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=943, value=None),
 FrozenTrial(number=944, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 56, 725410), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 56, 743511), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=944, value=None),
 FrozenTrial(number=945, state=1, values=[1064.92], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 56, 744310), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 56, 762527), params={'ema1_period': 22, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=945, value=None),
 FrozenTrial(number=946, state=1, values=[1016.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 56, 763214), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 15179), params={'ema1_period': 21, 'ema2_period': 22}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=946, value=None),
 FrozenTrial(number=947, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 16226), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 36507), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=947, value=None),
 FrozenTrial(number=948, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 37225), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 57209), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=948, value=None),
 FrozenTrial(number=949, state=1, values=[1095.32], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 58335), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 79366), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=949, value=None),
 FrozenTrial(number=950, state=1, values=[1005.18], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 80025), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 98989), params={'ema1_period': 22, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=950, value=None),
 FrozenTrial(number=951, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 99699), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 118394), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=951, value=None),
 FrozenTrial(number=952, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 119118), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 137647), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=952, value=None),
 FrozenTrial(number=953, state=1, values=[1074.88], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 138425), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 159971), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=953, value=None),
 FrozenTrial(number=954, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 160762), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 180514), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=954, value=None),
 FrozenTrial(number=955, state=1, values=[1074.98], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 181233), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 200663), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=955, value=None),
 FrozenTrial(number=956, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 201284), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 220113), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=956, value=None),
 FrozenTrial(number=957, state=1, values=[976.46], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 220784), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 444584), params={'ema1_period': 20, 'ema2_period': 30}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=957, value=None),
 FrozenTrial(number=958, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 445457), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 465698), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=958, value=None),
 FrozenTrial(number=959, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 466513), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 485558), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=959, value=None),
 FrozenTrial(number=960, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 486278), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 505446), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=960, value=None),
 FrozenTrial(number=961, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 506179), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 525299), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=961, value=None),
 FrozenTrial(number=962, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 526076), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 545491), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=962, value=None),
 FrozenTrial(number=963, state=1, values=[1162.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 546203), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 564892), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=963, value=None),
 FrozenTrial(number=964, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 565560), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 584805), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=964, value=None),
 FrozenTrial(number=965, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 585503), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 608025), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=965, value=None),
 FrozenTrial(number=966, state=1, values=[890.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 609429), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 826624), params={'ema1_period': 21, 'ema2_period': 36}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=966, value=None),
 FrozenTrial(number=967, state=1, values=[923.96], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 827590), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 57, 847172), params={'ema1_period': 22, 'ema2_period': 41}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=967, value=None),
 FrozenTrial(number=968, state=1, values=[847.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 57, 847848), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 126838), params={'ema1_period': 7, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=968, value=None),
 FrozenTrial(number=969, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 127758), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 147142), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=969, value=None),
 FrozenTrial(number=970, state=1, values=[1005.28], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 147932), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 167370), params={'ema1_period': 21, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=970, value=None),
 FrozenTrial(number=971, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 168041), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 187210), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=971, value=None),
 FrozenTrial(number=972, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 187958), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 206753), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=972, value=None),
 FrozenTrial(number=973, state=1, values=[1064.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 207521), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 226075), params={'ema1_period': 23, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=973, value=None),
 FrozenTrial(number=974, state=1, values=[1090.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 226736), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 245217), params={'ema1_period': 21, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=974, value=None),
 FrozenTrial(number=975, state=1, values=[1152.6], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 246226), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 265069), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=975, value=None),
 FrozenTrial(number=976, state=1, values=[1142.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 265751), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 285796), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=976, value=None),
 FrozenTrial(number=977, state=1, values=[1153.36], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 287761), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 309639), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=977, value=None),
 FrozenTrial(number=978, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 310397), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 329444), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=978, value=None),
 FrozenTrial(number=979, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 330161), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 349088), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=979, value=None),
 FrozenTrial(number=980, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 349783), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 368603), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=980, value=None),
 FrozenTrial(number=981, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 369243), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 388177), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=981, value=None),
 FrozenTrial(number=982, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 388917), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 407960), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=982, value=None),
 FrozenTrial(number=983, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 408643), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 426915), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=983, value=None),
 FrozenTrial(number=984, state=1, values=[1163.2], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 427419), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 446161), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=984, value=None),
 FrozenTrial(number=985, state=1, values=[1075.0], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 446963), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 465740), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=985, value=None),
 FrozenTrial(number=986, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 466368), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 485513), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=986, value=None),
 FrozenTrial(number=987, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 486146), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 504957), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=987, value=None),
 FrozenTrial(number=988, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 505607), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 525681), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=988, value=None),
 FrozenTrial(number=989, state=1, values=[976.82], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 528585), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 755687), params={'ema1_period': 19, 'ema2_period': 32}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=989, value=None),
 FrozenTrial(number=990, state=1, values=[1142.84], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 756863), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 777296), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=990, value=None),
 FrozenTrial(number=991, state=1, values=[1143.02], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 778166), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 797801), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=991, value=None),
 FrozenTrial(number=992, state=1, values=[1054.78], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 798627), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 817776), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=992, value=None),
 FrozenTrial(number=993, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 818562), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 837728), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=993, value=None),
 FrozenTrial(number=994, state=1, values=[964.46], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 838433), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 858221), params={'ema1_period': 21, 'ema2_period': 46}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=994, value=None),
 FrozenTrial(number=995, state=1, values=[1142.64], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 859031), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 878450), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=995, value=None),
 FrozenTrial(number=996, state=1, values=[1085.04], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 879231), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 898472), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=996, value=None),
 FrozenTrial(number=997, state=1, values=[1084.94], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 899306), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 918809), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=997, value=None),
 FrozenTrial(number=998, state=1, values=[1091.24], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 919635), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 938804), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=998, value=None),
 FrozenTrial(number=999, state=1, values=[1133.72], datetime_start=datetime.datetime(2024, 6, 26, 12, 42, 58, 939541), datetime_complete=datetime.datetime(2024, 6, 26, 12, 42, 58, 959652), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=999, value=None)]

In [10]:

import pandas as pd

df = pd.DataFrame(columns=["ema1_period", "ema2_period", "score"])
for trial in study.trials:
    df.loc[trial.number] = [
        trial.params["ema1_period"],
        trial.params["ema2_period"],
        trial.values[0],
    ]


df

import pandas as pd df = pd.DataFrame(columns=["ema1_period", "ema2_period", "score"]) for trial in study.trials: df.loc[trial.number] = [ trial.params["ema1_period"], trial.params["ema2_period"], trial.values[0], ] df

Out[10]:

	ema1_period	ema2_period	score
0	17.0	37.0	981.08
1	22.0	48.0	1032.88
2	10.0	39.0	935.78
3	21.0	18.0	1065.02
4	22.0	41.0	923.96
...	...	...	...
995	20.0	14.0	1142.64
996	23.0	15.0	1085.04
997	21.0	17.0	1084.94
998	21.0	12.0	1091.24
999	20.0	16.0	1133.72

1000 rows × 3 columns

Type 1¶

In [11]:

from plotly import express as px

fig = px.scatter(df, x=df.index, y="score")
fig.show()

from plotly import express as px fig = px.scatter(df, x=df.index, y="score") fig.show()

Type 2¶

In [12]:

import plotly.express as px


fig = px.density_contour(
    df,
    x="ema1_period",
    y="ema2_period",
    z="score",
    histfunc="max",
)
fig.update_traces(contours_coloring="fill", contours_showlabels=True)
fig.show()

import plotly.express as px fig = px.density_contour( df, x="ema1_period", y="ema2_period", z="score", histfunc="max", ) fig.update_traces(contours_coloring="fill", contours_showlabels=True) fig.show()

Type 3¶

In [13]:

import plotly.express as px

fig = px.density_heatmap(
    df,
    x="ema1_period",
    y="ema2_period",
    z="score",
    nbinsx=20,
    nbinsy=40,
    histfunc="max",
    color_continuous_scale="Viridis",
)
fig.show()

import plotly.express as px fig = px.density_heatmap( df, x="ema1_period", y="ema2_period", z="score", nbinsx=20, nbinsy=40, histfunc="max", color_continuous_scale="Viridis", ) fig.show()